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Expert-level Question Answering on GPQA

61.7Best Accuracy

CISC

Updated 22d ago

Evaluation Results

Method	Links
CISC 2026.05		61.7	-	-	-	-	-	61.7	-
VecCISC + KMeans 2026.05		61.7	-	-	-	-	-	61.6	-
VecCISC + HAC 2026.05		61.7	-	-	-	-	-	61.7	-
SC Baseline 2026.05		60.6	-	-	-	-	-	60.6	-
VecCISC (random) 2026.05		58.6	-	-	-	-	-	57.3	-
VecCISC + KMeans 2026.05		41.4	-	-	-	-	-	39.9	-
VecCISC (random) 2026.05		40.7	-	-	-	-	-	39.2	-
CISC 2026.05		40.5	-	-	-	-	-	40.5	-
VecCISC + HAC 2026.05		40.5	-	-	-	-	-	40.5	-
SC Baseline 2026.05		39.9	-	-	-	-	-	39.9	-
CISC 2026.05		38.1	-	-	-	-	-	38.1	-
VecCISC (random) 2026.05		38.1	-	-	-	-	-	35.4	-
VecCISC + KMeans 2026.05		38.1	-	-	-	-	-	38.1	-
VecCISC + HAC 2026.05		38.1	-	-	-	-	-	38.1	-
SC Baseline 2026.05		37.4	-	-	-	-	-	37.4	-
VecCISC + KMeans 2026.05		35.7	-	-	-	-	-	34.5	-
VecCISC + HAC 2026.05		35.7	-	-	-	-	-	35.7	-
CISC 2026.05		35	-	-	-	-	-	35	-
SC Baseline 2026.05		34.8	-	-	-	-	-	34.8	-
VecCISC (random) 2026.05		33.9	-	-	-	-	-	30.5	-
VecCISC (random) 2026.05		28.8	-	-	-	-	-	27.1	-
CISC 2026.05		28.4	-	-	-	-	-	28.4	-
VecCISC + KMeans 2026.05		28.4	-	-	-	-	-	25.7	-
VecCISC + HAC 2026.05		28.4	-	-	-	-	-	28.4	-
SC Baseline 2026.05		27.1	-	-	-	-	-	27.1	-
TTSFT 2025.12		-	27.9	81.8	30.3	-	-	-	-
OptPO-SFT 2025.12		-	27.6	78.8	31.3	-	51.17	-	-
TTSFT 2025.12		-	28.8	85.9	30.3	-	-	-	-
OptPO-SFT 2025.12		-	28.9	82.8	32.3	-	61.89	-	-
BF16 2026.05		-	-	-	-	-	-	-	42.2
RTN 2026.05		-	-	-	-	-	-	-	39.7
IF4 2026.05		-	-	-	-	-	-	-	41.9
AWQ 2026.05		-	-	-	-	-	-	-	41.4
AAAC 2026.05		-	-	-	-	-	-	-	40
BF16 2026.05		-	-	-	-	-	-	-	50.1
RTN 2026.05		-	-	-	-	-	-	-	49.3
IF4 2026.05		-	-	-	-	-	-	-	48.2
AWQ 2026.05		-	-	-	-	-	-	-	49.3
AAAC 2026.05		-	-	-	-	-	-	-	48.5