Commonsense Reasoning on ECQA (MV, EM, PK) benchmark leaderboard · SOTA2 Research

Commonsense Reasoning on ECQA (MV, EM, PK)

77.4MV ScoreI-PPO

Evaluation Results

Method	Links
I-PPO2026.04		77.4	78.24	83.51
I-PPO2026.04		77.4	78.24	83.51
I-PPO2026.04		75.9	77.21	85.52
I-PPO2026.04		75.9	77.21	85.52
PPO2026.04		74.78	72.25	86.75
I-PPO2026.04		74.34	76.78	86.18
PPO2026.04		73.89	72.36	83.31
PPO2026.04		73.89	72.36	83.31
PPO2026.04		73.31	72.54	82.82
PPO2026.04		73.31	72.54	82.82
GRPO2026.04		71.36	71.33	80.05
GRPO2026.04		70.96	70.47	80.63
Baseline2026.04		70.88	70.9	85.16
I-PPO2026.04		70.79	78.18	92.11
Baseline2026.04		70.62	70.59	79.94
Baseline2026.04		70.62	70.59	79.94
Baseline2026.04		69.7	72.65	92.48
PPO2026.04		69.01	71.89	91.56
Baseline2026.04		68.42	68.57	80.45
Baseline2026.04		68.42	68.57	80.45
I-PPO2026.04		56.76	64.45	80.58
I-PPO2026.04		56.76	64.45	80.58
PPO2026.04		51.98	55.12	78.36
PPO2026.04		51.98	55.12	78.36
GRPO2026.04		44.63	48.11	70.59
Baseline2026.04		34.19	42.13	92.78
Baseline2026.04		34.19	42.13	92.78