Datasets:

Jacklu0831
/

llm-verification-raw

dataset stringclasses 9 values	solver_model stringclasses 12 values	verifier_model stringclasses 12 values	verification_setting stringclasses 3 values	candidate_number int32 1 10	solver_accuracy float64 0 1	accuracy_gain_from_first_candidate float64 -0.14 0.47	original_problem_count int64 198 1.32k	parseable_first_attempt_count int64 13 1.32k	active_problem_count int64 1 1.32k ⌀	unparseable_solver_count int64 0 1.2k ⌀	newly_accepted_count int64 0 1.29k ⌀	cumulative_accepted_count int64 0 1.32k	attempt int32 0 9	source_attempt int32 0 9	forward_filled bool 2 classes	solver_total int64 13 1.32k	solver_gflops float64 144 174M ⌀	verifier_gflops float64 18 98.9M ⌀	source_run stringclasses 11 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	2	0.558304	-0.007067	963	283	103	47	46	226	1	1	false	283	822,362.4	37,660.8	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	4	0.565371	0	963	283	34	21	8	257	3	3	false	283	301,207.2	7,618.8	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	5	0.568905	0.003534	963	283	26	19	3	260	4	4	false	283	236,764.8	3,826.8	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	6	0.572438	0.007067	963	283	23	17	3	263	5	5	false	283	219,123.6	2,293.2	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	7	0.575972	0.010601	963	283	20	16	3	266	6	6	false	283	181,620	2,041.2	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	8	0.583039	0.017668	963	283	17	12	1	267	7	7	false	283	154,482	4,611.6	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	9	0.583039	0.017668	963	283	16	15	0	267	8	8	false	283	157,286.4	1,399.2	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	2	0.562235	-0.001693	1,221	1,181	143	4	108	1,146	1	1	false	1,181	130,778.4	49,042.8	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	4	0.562235	-0.001693	1,221	1,181	14	2	10	1,177	3	3	false	1,181	13,191.6	4,768.8	exp5alltoall20250922_023814
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	5	0.560542	-0.003387	1,221	1,181	4	0	0	1,177	4	4	false	1,181	5,322	1,296	exp5alltoall20250922_023814
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	6	0.561389	-0.00254	1,221	1,181	4	0	2	1,179	5	5	false	1,181	2,264.4	1,286.4	exp5alltoall20250922_023814
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	7	0.561389	-0.00254	1,221	1,181	2	0	1	1,180	6	6	false	1,181	3,030	540	exp5alltoall20250922_023814
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	8	0.560542	-0.003387	1,221	1,181	1	0	0	1,180	7	7	false	1,181	748.8	253.2	exp5alltoall20250922_023814
csqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	9	0.561389	-0.00254	1,221	1,181	1	0	0	1,180	8	8	false	1,181	848.4	208.8	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	2	0.260563	-0.007042	198	142	28	8	9	123	1	1	false	142	186,399.6	10,209.6	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	4	0.239437	-0.028169	198	142	9	4	3	136	3	3	false	142	69,027.6	3,278.4	exp5alltoall20250922_023912
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	5	0.232394	-0.035211	198	142	6	3	1	137	4	4	false	142	49,570.8	1,680	exp5alltoall20250922_023912
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	6	0.232394	-0.035211	198	142	5	3	0	137	5	5	false	142	41,791.2	1,171.2	exp5alltoall20250922_023912
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	7	0.232394	-0.035211	198	142	5	1	1	138	6	6	false	142	37,644	2,745.6	exp5alltoall20250922_023912
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	8	0.232394	-0.035211	198	142	4	2	0	138	7	7	false	142	30,361.2	765.6	exp5alltoall20250922_023912
gpqa	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	9	0.239437	-0.028169	198	142	4	1	1	139	8	8	false	142	35,704.8	2,118	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	2	0.804348	0.001553	1,319	1,288	125	9	103	1,266	1	1	false	1,288	418,272	37,695.6	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	4	0.807453	0.004658	1,319	1,288	13	1	11	1,286	3	3	false	1,288	61,234.8	4,759.2	exp5alltoall20250922_023923
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	5	0.807453	0.004658	1,319	1,288	2	1	1	1,287	4	4	false	1,288	11,161.2	298.8	exp5alltoall20250922_023923
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	6	0.807453	0.004658	1,319	1,288	1	0	1	1,288	5	5	false	1,288	8,217.6	378	exp5alltoall20250922_023923
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	7	0.807453	0.004658	1,319	1,288	null	null	null	1,288	6	5	true	1,288	null	null	exp5alltoall20250922_023923
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	8	0.807453	0.004658	1,319	1,288	null	null	null	1,288	7	5	true	1,288	null	null	exp5alltoall20250922_023923
gsm	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	9	0.807453	0.004658	1,319	1,288	null	null	null	1,288	8	5	true	1,288	null	null	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	2	0.00523	0.001046	1,000	956	113	3	99	942	1	1	false	956	651,313.2	63,789.6	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	4	0.00523	0.001046	1,000	956	4	0	3	955	3	3	false	956	20,103.6	2,829.6	exp5alltoall_4x4matmul20250922_023734
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	5	0.00523	0.001046	1,000	956	1	0	0	955	4	4	false	956	3,804	324	exp5alltoall_4x4matmul20250922_023734
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	6	0.00523	0.001046	1,000	956	1	0	1	956	5	5	false	956	7,166.4	252	exp5alltoall_4x4matmul20250922_023734
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	7	0.00523	0.001046	1,000	956	null	null	null	956	6	5	true	956	null	null	exp5alltoall_4x4matmul20250922_023734
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	8	0.00523	0.001046	1,000	956	null	null	null	956	7	5	true	956	null	null	exp5alltoall_4x4matmul20250922_023734
matmul	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	9	0.00523	0.001046	1,000	956	null	null	null	956	8	5	true	956	null	null	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	2	0.573379	0.003413	308	293	54	1	40	279	1	1	false	293	84,476.4	23,091.6	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	4	0.573379	0.003413	308	293	6	1	1	288	3	3	false	293	14,263.2	2,186.4	exp5alltoall20250922_023934
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	5	0.569966	0	308	293	5	0	2	290	4	4	false	293	10,609.2	1,731.6	exp5alltoall20250922_023934
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	6	0.573379	0.003413	308	293	3	0	0	290	5	5	false	293	3,698.4	1,057.2	exp5alltoall20250922_023934
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	7	0.569966	0	308	293	3	0	0	290	6	6	false	293	4,809.6	1,130.4	exp5alltoall20250922_023934
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	8	0.569966	0	308	293	3	0	1	291	7	7	false	293	8,210.4	1,126.8	exp5alltoall20250922_023934
mmlu_social_sciences	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	9	0.573379	0.003413	308	293	2	0	0	291	8	8	false	293	2,193.6	589.2	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	2	0.604027	0.020134	316	298	81	5	46	263	1	1	false	298	248,559.6	31,226.4	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	4	0.610738	0.026846	316	298	14	2	7	291	3	3	false	298	53,341.2	5,023.2	exp5alltoall20250922_023956
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	5	0.614094	0.030201	316	298	7	1	2	293	4	4	false	298	30,193.2	3,211.2	exp5alltoall20250922_023956
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	6	0.610738	0.026846	316	298	5	2	1	294	5	5	false	298	30,062.4	1,020	exp5alltoall20250922_023956
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	7	0.614094	0.030201	316	298	4	2	0	294	6	6	false	298	24,517.2	780	exp5alltoall20250922_023956
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	8	0.614094	0.030201	316	298	4	1	1	295	7	7	false	298	25,248	1,386	exp5alltoall20250922_023956
mmlu_stem	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	9	0.614094	0.030201	316	298	3	1	1	296	8	8	false	298	14,943.6	861.6	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	2	0.658378	0.008649	1,000	925	183	1	134	876	1	1	false	925	739,856.4	67,422	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	4	0.673514	0.023784	1,000	925	12	0	11	924	3	3	false	925	43,946.4	6,003.6	exp5alltoall_3sat20250922_023721
sat	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	5	0.673514	0.023784	1,000	925	1	0	1	925	4	4	false	925	2,451.6	301.2	exp5alltoall_3sat20250922_023721
sat	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	6	0.673514	0.023784	1,000	925	null	null	null	925	5	4	true	925	null	null	exp5alltoall_3sat20250922_023721
sat	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	7	0.673514	0.023784	1,000	925	null	null	null	925	6	4	true	925	null	null	exp5alltoall_3sat20250922_023721
sat	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	8	0.673514	0.023784	1,000	925	null	null	null	925	7	4	true	925	null	null	exp5alltoall_3sat20250922_023721
sat	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	9	0.673514	0.023784	1,000	925	null	null	null	925	8	4	true	925	null	null	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	2	0.238342	0.010363	1,000	386	93	45	39	332	1	1	false	386	799,174.8	26,883.6	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	4	0.240933	0.012953	1,000	386	38	22	11	359	3	3	false	386	339,370.8	12,336	exp5alltoall_9x9sudoku12empty20250922_023747
sudoku	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	5	0.246114	0.018135	1,000	386	27	12	14	373	4	4	false	386	230,654.4	9,003.6	exp5alltoall_9x9sudoku12empty20250922_023747
sudoku	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	6	0.243523	0.015544	1,000	386	13	8	5	378	5	5	false	386	118,124.4	3,415.2	exp5alltoall_9x9sudoku12empty20250922_023747
sudoku	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	7	0.243523	0.015544	1,000	386	8	6	2	380	6	6	false	386	72,798	862.8	exp5alltoall_9x9sudoku12empty20250922_023747
sudoku	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	8	0.243523	0.015544	1,000	386	6	5	1	381	7	7	false	386	57,984	230.4	exp5alltoall_9x9sudoku12empty20250922_023747
sudoku	Qwen/Qwen3-0.6B	Qwen/Qwen3-0.6B	self	9	0.243523	0.015544	1,000	386	5	4	1	382	8	8	false	386	47,028	753.6	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	2	0.568905	0.003534	963	283	105	48	26	204	1	1	false	283	856,863.6	79,277.8	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	4	0.586572	0.021201	963	283	62	30	17	238	3	3	false	283	512,793.6	46,393	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	5	0.590106	0.024735	963	283	45	27	10	248	4	4	false	283	392,587.2	22,025.2	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	6	0.597173	0.031802	963	283	35	26	5	253	5	5	false	283	321,735.6	4,080	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	7	0.600707	0.035336	963	283	30	22	4	257	6	6	false	283	280,005.6	13,209	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	8	0.597173	0.031802	963	283	26	14	8	265	7	7	false	283	237,279.6	21,338.4	exp5alltoall20250922_023801
aime	Qwen/Qwen3-0.6B	Qwen/Qwen3-1.7B	intra-family	9	0.597173	0.031802	963	283	18	14	1	266	8	8	false	283	168,399.6	4,100.4	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

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LLM Solver and Verifier Traces

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

Preprint · Project page · Code

All releasable raw and reconstruction data are organized as configurations within this one dataset.

The configurations are designed for direct inspection in Dataset Viewer:

Configuration	Rows	Contents
`solver_outputs`	271,025	Complete solver generations with their exact question, reference answer, model, and decoding metadata
`verifier_samples`	70,855	Self-contained examples with the question, complete solver response, complete verifier response, parsed verdict, and correctness
`run_metrics`	12,321	Raw counts and derived metrics for solver-verifier-dataset experiment cells
`rejection_sampling`	12,960	Canonical attempt-level trajectories underlying the empirical rejection-sampling figures
`similarity`	2,592	solver-verifier cosine and generation-likelihood similarity values

from datasets import load_dataset

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

The companion code repository converts run_metrics, rejection_sampling, and similarity into every aggregate table and paper figure:

hf download Jacklu0831/llm-verification-raw \
    --repo-type dataset --local-dir raw_data
python analysis/rebuild_aggregate_data.py \
    --raw-data raw_data --output-dir aggregate_data --overwrite
python analysis/plot_figures.py

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Paper for Jacklu0831/llm-verification-raw

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

Paper • 2512.02304 • Published Apr 21