Datasets:

Jacklu0831
/

llm-verification-data-preview

dataset stringclasses 9 values	solver_model stringclasses 1 value	verifier_model stringclasses 4 values	verification_setting stringclasses 3 values	candidate_number int32 1 10	solver_accuracy float64 0 0.86	accuracy_gain_from_first_candidate float64 -0.03 0.21	original_problem_count int64 198 1.32k	parseable_first_attempt_count int64 142 1.29k	active_problem_count int64 1 1.32k ⌀	unparseable_solver_count int64 0 680 ⌀	newly_accepted_count int64 4 1.16k ⌀	cumulative_accepted_count int64 15 1.29k	attempt int32 0 9	source_attempt int32 0 9	forward_filled bool 2 classes	solver_total int64 142 1.29k	solver_gflops float64 359 8.88M ⌀	verifier_gflops float64 4.75k 8.34M ⌀	source_run stringclasses 9 values
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	1	0.565371	0	963	283	963	680	180	180	0	0	false	283	8,573,396.4	169,434	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	3	0.561837	-0.003534	963	283	57	27	23	249	2	2	false	283	468,490.8	13,798.8	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	10	0.583039	0.017668	963	283	16	14	null	267	9	9	false	283	156,676.8	null	exp5alltoall20250922_023801
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	1	0.563929	0	1,221	1,181	1,221	40	1,038	1,038	0	0	false	1,181	1,150,401.6	393,786	exp5alltoall20250922_023814
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	3	0.559695	-0.004234	1,221	1,181	35	3	21	1,167	2	2	false	1,181	28,898.4	10,564.8	exp5alltoall20250922_023814
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	10	0.561389	-0.00254	1,221	1,181	1	0	null	1,180	9	9	false	1,181	358.8	null	exp5alltoall20250922_023814
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	1	0.267606	0	198	142	198	56	114	114	0	0	false	142	1,319,282.4	73,635.6	exp5alltoall20250922_023912
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	3	0.239437	-0.028169	198	142	19	2	10	133	2	2	false	142	138,670.8	8,823.6	exp5alltoall20250922_023912
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	10	0.239437	-0.028169	198	142	3	1	null	139	9	9	false	142	17,054.4	null	exp5alltoall20250922_023912
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	1	0.802795	0	1,319	1,288	1,319	31	1,163	1,163	0	0	false	1,288	3,124,863.6	291,981.6	exp5alltoall20250922_023923
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	3	0.805901	0.003106	1,319	1,288	22	6	9	1,275	2	2	false	1,288	113,113.2	4,747.2	exp5alltoall20250922_023923
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	10	0.807453	0.004658	1,319	1,288	null	null	null	1,288	9	5	true	1,288	null	null	exp5alltoall20250922_023923
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	1	0.004184	0	1,000	956	1,000	44	843	843	0	0	false	956	5,841,195.6	522,948	exp5alltoall_4x4matmul20250922_023734
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	3	0.00523	0.001046	1,000	956	14	1	10	952	2	2	false	956	82,969.2	8,839.2	exp5alltoall_4x4matmul20250922_023734
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	10	0.00523	0.001046	1,000	956	null	null	null	956	9	5	true	956	null	null	exp5alltoall_4x4matmul20250922_023734
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	1	0.569966	0	308	293	308	15	239	239	0	0	false	293	431,282.4	112,852.8	exp5alltoall20250922_023934
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	3	0.573379	0.003413	308	293	14	0	8	287	2	2	false	293	29,134.8	6,012	exp5alltoall20250922_023934
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	10	0.573379	0.003413	308	293	2	0	null	291	9	9	false	293	5,948.4	null	exp5alltoall20250922_023934
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	1	0.583893	0	316	298	316	18	217	217	0	0	false	298	841,437.6	111,168	exp5alltoall20250922_023956
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	3	0.610738	0.026846	316	298	35	2	21	284	2	2	false	298	125,284.8	14,296.8	exp5alltoall20250922_023956
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	10	0.614094	0.030201	316	298	2	1	null	296	9	9	false	298	10,570.8	null	exp5alltoall20250922_023956
sat	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	1	0.64973	0	1,000	925	1,000	75	742	742	0	0	false	925	4,572,624	302,769.6	exp5alltoall_3sat20250922_023721
sat	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	3	0.674595	0.024865	1,000	925	49	0	37	913	2	2	false	925	195,416.4	18,211.2	exp5alltoall_3sat20250922_023721
sat	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	10	0.673514	0.023784	1,000	925	null	null	null	925	9	4	true	925	null	null	exp5alltoall_3sat20250922_023721
sudoku	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	1	0.227979	0	1,000	386	1,000	614	293	293	0	0	false	386	8,879,226	195,182.4	exp5alltoall_9x9sudoku12empty20250922_023747
sudoku	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	3	0.238342	0.010363	1,000	386	54	34	16	348	2	2	false	386	486,055.2	15,280.8	exp5alltoall_9x9sudoku12empty20250922_023747
sudoku	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	10	0.246114	0.018135	1,000	386	4	0	null	382	9	9	false	386	31,324.8	null	exp5alltoall_9x9sudoku12empty20250922_023747
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	1	0.565371	0	963	283	963	680	178	178	0	0	false	283	8,573,396.4	313,514	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	3	0.586572	0.021201	963	283	79	36	17	221	2	2	false	283	651,326.4	30,664.6	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	10	0.60424	0.038869	963	283	17	13	null	266	9	9	false	283	158,288.4	null	exp5alltoall20250922_023801
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	1	0.563929	0	1,221	1,181	1,221	40	681	681	0	0	false	1,181	1,150,401.6	1,332,541.6	exp5alltoall20250922_023814
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	3	0.566469	0.00254	1,221	1,181	318	8	93	956	2	2	false	1,181	284,374.8	346,123.4	exp5alltoall20250922_023814
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	10	0.558848	-0.00508	1,221	1,181	74	5	null	1,107	9	9	false	1,181	57,649.2	null	exp5alltoall20250922_023814
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	1	0.267606	0	198	142	198	56	69	69	0	0	false	142	1,319,282.4	154,030.2	exp5alltoall20250922_023912
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	3	0.239437	-0.028169	198	142	51	7	12	103	2	2	false	142	307,134	37,896.4	exp5alltoall20250922_023912
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	10	0.246479	-0.021127	198	142	9	2	null	133	9	9	false	142	58,410	null	exp5alltoall20250922_023912
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	1	0.802795	0	1,319	1,288	1,319	31	950	950	0	0	false	1,288	3,124,863.6	1,191,343	exp5alltoall20250922_023923
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	3	0.821429	0.018634	1,319	1,288	142	6	75	1,221	2	2	false	1,288	400,167.6	98,899.2	exp5alltoall20250922_023923
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	10	0.825311	0.022516	1,319	1,288	1	0	null	1,287	9	9	false	1,288	2,863.2	null	exp5alltoall20250922_023923
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	1	0.004184	0	1,000	956	1,000	44	566	566	0	0	false	956	5,841,195.6	2,190,609.8	exp5alltoall_4x4matmul20250922_023734
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	3	0.004184	0	1,000	956	176	11	131	911	2	2	false	956	1,032,444	179,169.8	exp5alltoall_4x4matmul20250922_023734
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	10	0.00523	0.001046	1,000	956	1	0	null	955	9	9	false	956	6,340.8	null	exp5alltoall_4x4matmul20250922_023734
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	1	0.569966	0	308	293	308	15	159	159	0	0	false	293	431,282.4	393,856	exp5alltoall20250922_023934
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	3	0.590444	0.020478	308	293	86	0	31	238	2	2	false	293	129,606	111,462.2	exp5alltoall20250922_023934
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	10	0.580205	0.010239	308	293	12	1	null	281	9	9	false	293	17,437.2	null	exp5alltoall20250922_023934
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	1	0.583893	0	316	298	316	18	151	151	0	0	false	298	841,437.6	356,214.6	exp5alltoall20250922_023956
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	3	0.590604	0.006711	316	298	98	4	31	231	2	2	false	298	222,154.8	99,133.8	exp5alltoall20250922_023956
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	10	0.600671	0.016779	316	298	25	4	null	273	9	9	false	298	68,818.8	null	exp5alltoall20250922_023956
sat	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	1	0.64973	0	1,000	925	1,000	75	542	542	0	0	false	925	4,572,624	907,453.2	exp5alltoall_3sat20250922_023721
sat	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	3	0.726486	0.076757	1,000	925	128	1	84	881	2	2	false	925	509,062.8	85,006.8	exp5alltoall_3sat20250922_023721
sat	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	10	0.731892	0.082162	1,000	925	2	1	null	923	9	9	false	925	14,475.6	null	exp5alltoall_3sat20250922_023721
sudoku	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	1	0.227979	0	1,000	386	1,000	614	180	180	0	0	false	386	8,879,226	720,239	exp5alltoall_9x9sudoku12empty20250922_023747
sudoku	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	3	0.256477	0.028497	1,000	386	143	72	59	302	2	2	false	386	1,225,382.4	94,254.8	exp5alltoall_9x9sudoku12empty20250922_023747
sudoku	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	10	0.261658	0.033679	1,000	386	16	12	null	370	9	9	false	386	154,178.4	null	exp5alltoall_9x9sudoku12empty20250922_023747
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	1	0.565371	0	963	283	963	680	259	259	0	0	false	283	8,573,396.4	1,296,528	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	3	0.561837	-0.003534	963	283	17	11	4	270	2	2	false	283	157,297.2	89,240	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	10	0.568905	0.003534	963	283	null	null	null	278	9	8	true	283	null	null	exp5alltoall20250922_023801
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	1	0.563929	0	1,221	1,181	1,221	40	294	294	0	0	false	1,181	1,150,401.6	4,873,240	exp5alltoall20250922_023814
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	3	0.559695	-0.004234	1,221	1,181	485	15	93	789	2	2	false	1,181	440,955.6	1,910,632	exp5alltoall20250922_023814
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	10	0.572396	0.008467	1,221	1,181	83	4	null	1,098	9	9	false	1,181	74,196	null	exp5alltoall20250922_023814
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	1	0.267606	0	198	142	198	56	106	106	0	0	false	142	1,319,282.4	810,216	exp5alltoall20250922_023912
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	3	0.260563	-0.007042	198	142	18	6	6	130	2	2	false	142	119,997.6	67,928	exp5alltoall20250922_023912
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	10	0.267606	0	198	142	2	1	null	140	9	9	false	142	17,594.4	null	exp5alltoall20250922_023912
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	1	0.802795	0	1,319	1,288	1,319	31	869	869	0	0	false	1,288	3,124,863.6	8,336,096	exp5alltoall20250922_023923
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	3	0.823758	0.020963	1,319	1,288	123	3	49	1,214	2	2	false	1,288	291,279.6	728,656	exp5alltoall20250922_023923
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	10	0.82764	0.024845	1,319	1,288	9	0	null	1,279	9	9	false	1,288	8,300.4	null	exp5alltoall20250922_023923
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	1	0.004184	0	1,000	956	1,000	44	646	646	0	0	false	956	5,841,195.6	8,271,048	exp5alltoall_4x4matmul20250922_023734
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	3	0.004184	0	1,000	956	89	2	58	925	2	2	false	956	512,478	674,784	exp5alltoall_4x4matmul20250922_023734
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	10	0.004184	0	1,000	956	null	null	null	956	9	5	true	956	null	null	exp5alltoall_4x4matmul20250922_023734
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	1	0.569966	0	308	293	308	15	140	140	0	0	false	293	431,282.4	2,107,768	exp5alltoall20250922_023934
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	3	0.587031	0.017065	308	293	72	2	27	248	2	2	false	293	86,706	448,912	exp5alltoall20250922_023934
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	10	0.590444	0.020478	308	293	6	0	null	287	9	9	false	293	9,175.2	null	exp5alltoall20250922_023934
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	1	0.583893	0	316	298	316	18	169	169	0	0	false	298	841,437.6	2,566,024	exp5alltoall20250922_023956
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	3	0.607383	0.02349	316	298	56	3	13	255	2	2	false	298	123,999.6	530,160	exp5alltoall20250922_023956
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	10	0.630872	0.04698	316	298	9	1	null	289	9	9	false	298	24,180	null	exp5alltoall20250922_023956
sat	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	1	0.64973	0	1,000	925	1,000	75	672	672	0	0	false	925	4,572,624	2,850,440	exp5alltoall_3sat20250922_023721
sat	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	3	0.824865	0.175135	1,000	925	103	0	54	876	2	2	false	925	425,805.6	236,544	exp5alltoall_3sat20250922_023721
sat	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	10	0.857297	0.207568	1,000	925	2	0	null	923	9	9	false	925	7,742.4	null	exp5alltoall_3sat20250922_023721
sudoku	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	1	0.227979	0	1,000	386	1,000	614	348	348	0	0	false	386	8,879,226	2,691,528	exp5alltoall_9x9sudoku12empty20250922_023747
sudoku	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	3	0.235751	0.007772	1,000	386	25	12	9	370	2	2	false	386	210,907.2	90,088	exp5alltoall_9x9sudoku12empty20250922_023747
sudoku	Qwen/Qwen3-0.6B	Qwen/Qwen3-4B	intra-family	10	0.240933	0.012953	1,000	386	null	null	null	384	9	7	true	386	null	null	exp5alltoall_9x9sudoku12empty20250922_023747
aime	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	1	0.565371	0	963	283	963	680	15	15	0	0	false	283	8,573,396.4	227,222	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	3	0.568905	0.003534	963	283	178	83	21	126	2	2	false	283	1,413,284.4	60,740	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	10	0.586572	0.021201	963	283	44	32	null	239	9	9	false	283	402,205.2	null	exp5alltoall20250922_023801
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	1	0.563929	0	1,221	1,181	1,221	40	390	390	0	0	false	1,181	1,150,401.6	163,676	exp5alltoall20250922_023814
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	3	0.544454	-0.019475	1,221	1,181	453	8	168	896	2	2	false	1,181	426,850.8	33,544	exp5alltoall20250922_023814
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	10	0.543607	-0.020322	1,221	1,181	18	0	null	1,163	9	9	false	1,181	15,585.6	null	exp5alltoall20250922_023814
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	1	0.267606	0	198	142	198	56	15	15	0	0	false	142	1,319,282.4	40,507	exp5alltoall20250922_023912
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	3	0.253521	-0.014085	198	142	100	13	17	59	2	2	false	142	611,538	23,240	exp5alltoall20250922_023912
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	10	0.260563	-0.007042	198	142	8	3	null	134	9	9	false	142	59,844	null	exp5alltoall20250922_023912
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	1	0.802795	0	1,319	1,288	1,319	31	258	258	0	0	false	1,288	3,124,863.6	233,180	exp5alltoall20250922_023923
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	3	0.817547	0.014752	1,319	1,288	543	10	259	1,004	2	2	false	1,288	1,278,387.6	89,563	exp5alltoall20250922_023923
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	10	0.817547	0.014752	1,319	1,288	11	0	null	1,277	9	9	false	1,288	49,441.2	null	exp5alltoall20250922_023923
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	1	0.004184	0	1,000	956	1,000	44	221	221	0	0	false	956	5,841,195.6	469,796	exp5alltoall_4x4matmul20250922_023734
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	3	0.008368	0.004184	1,000	956	336	20	216	836	2	2	false	956	1,987,111.2	117,505	exp5alltoall_4x4matmul20250922_023734
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	10	0.008368	0.004184	1,000	956	null	null	null	956	9	8	true	956	null	null	exp5alltoall_4x4matmul20250922_023734
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	1	0.569966	0	308	293	308	15	95	95	0	0	false	293	431,282.4	50,369	exp5alltoall20250922_023934
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	3	0.566553	-0.003413	308	293	117	4	26	202	2	2	false	293	176,742	10,477	exp5alltoall20250922_023934
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	10	0.56314	-0.006826	308	293	20	0	null	273	9	9	false	293	31,924.8	null	exp5alltoall20250922_023934
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen2.5-0.5B-Instruct	cross-family	1	0.583893	0	316	298	316	18	77	77	0	0	false	298	841,437.6	51,965	exp5alltoall20250922_023956

End of preview. Expand in Data Studio

LLM Solver and Verifier Traces

Formatting preview of data accompanying When Does Verification Pay Off? A Closer Look at LLMs as Solution Verifiers.

Preprint · Project page · Code

This formatting preview contains a bounded representative subset in each configuration. The final dataset will replace it with the complete releasable data.

The configurations are designed for direct inspection in Dataset Viewer:

Configuration	Rows	Contents
`solver_outputs`	108	Representative solver generations with their exact question, reference answer, model, and decoding metadata
`verifier_samples`	108	Self-contained examples with the question, complete solver response, complete verifier response, parsed verdict, and correctness
`run_metrics`	108	Representative raw counts and derived metrics for solver-verifier-dataset experiment cells
`rejection_sampling`	108	Representative canonical attempt-level trajectories underlying the empirical rejection-sampling figures
`similarity`	108	Representative solver-verifier cosine and generation-likelihood similarity values

from datasets import load_dataset

solver_outputs = load_dataset(
    "Jacklu0831/llm-verification-data-preview",
    "solver_outputs",
    split="data",
)
verifier_samples = load_dataset(
    "Jacklu0831/llm-verification-data-preview",
    "verifier_samples",
    split="data",
)

All response text is stored as an ordinary multiline string so it can be read directly in Dataset Viewer. Structured answers and problem records are retained as JSON strings alongside human-readable columns.

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Paper for Jacklu0831/llm-verification-data-preview

When Does Verification Pay Off? A Closer Look at LLMs as Solution Verifiers

Paper • 2512.02304 • Published Apr 21