Visual Consistency Assessment on EditReward-Bench 2025 (test) benchmark leaderboard · SOTA2 Research

Visual Consistency Assessment on EditReward-Bench 2025 (test)

80.88Subject Addition AccuracyGemini 3 Pro

Evaluation Results

Method	Links
Gemini 3 Pro2026.03		80.88	83.56	90.57	91.3	90.16	88.89	86.67	92	78.95	94.12	84.93	87.84	85.48	87.33
GPT 5.12026.03		80.88	63.01	77.36	86.96	88.52	87.5	83.33	83	50.88	89.71	75.34	75.68	80.65	78.68
PVC-Judge2026.03		77.94	67.12	84.91	94.2	83.61	86.11	80	87	71.93	89.71	87.67	82.43	79.03	82.44
EditReward2026.03		74.38	89.9	81.55	83.49	67	74.39	72.61	77.15	93.66	69.02	84.38	75.83	75	78.34
Qwen3-VL-8B-Instruct2026.03		72.06	61.64	73.58	72.46	75.41	76.39	78.33	74	56.14	85.29	65.75	74.32	74.19	72.27
EditScore Avg@42026.03		57.65	51.91	54.85	77.83	51.23	61.38	55.65	63.25	76.06	29.41	51.56	58.75	62.26	57.83