Image Classification on CIFAR-10 (Quantization Performance) benchmark leaderboard · SOTA2 Research

Image Classification on CIFAR-10 (Quantization Performance)

78.08Accuracy (w32a32)GPTQ

Evaluation Results

Method	Links
GPTQ2025.11		78.08	78.02	69.13	41.59	9.92	69.13	41.59	9.92
AdaRound2025.11		78.08	78.15	61.57	37.93	10.09	61.57	37.93	10.09
AWQ2025.11		78.08	77.92	60.17	28.01	12.17	60.17	28.01	12.17
BRECQ2025.11		78.08	77.88	60.28	27.64	12.82	62.28	39.31	19.2
GPTQ2025.11		62.23	62.36	56.52	40.85	11.68	56.52	40.85	11.68
AdaRound2025.11		62.23	62.27	53.92	34.21	11.61	53.92	34.21	11.61
AWQ2025.11		62.23	62.17	54.01	22.01	9.58	54.01	22.01	9.58
BRECQ2025.11		62.23	62.28	52.28	24.47	12.35	49.98	27.43	16.21