Image-to-Image Fidelity Assessment on StableI2I-Bench 1.0 (test) benchmark leaderboard · SOTA2 Research

Image-to-Image Fidelity Assessment on StableI2I-Bench 1.0 (test)

85.4Binary Accuracy (Structure)StableI2I

Evaluation Results

Method	Links
StableI2I2026.05		85.4	82.8	99.1	89.1	83.7	67.3	98	83
Gemini-3-pro2026.05		71.52	83.61	91.72	82.28	62.19	63.69	75.56	67.15
Gemini-2.5-pro2026.05		66.67	79.9	90.7	79.09	56.66	58.6	37.2	50.82
Claude-Sonnet-4.52026.05		66.2	70.1	89.7	75.33	62.4	54.4	73.3	63.37
GPT-52026.05		65.5	83	93.2	80.57	54.6	60.2	51	55.27
Claude-Sonnet-4.5-think2026.05		63.8	69.4	84.7	72.63	62.5	56.2	65.2	61.3
GPT-4o2026.05		59.9	79.7	94.7	78.1	46.6	60.8	71.1	59.5
Qwen3VL-32B-Instruct2026.05		53.2	73.6	87.7	71.5	34.9	48.9	56.3	46.7
Grok-4.12026.05		50.5	73.7	77.9	67.37	38.5	56.3	28.7	41.17
InternVL-3.5-38B2026.05		50.1	64.9	81.7	65.57	42.3	39.4	31.6	37.77
Qwen3VL-8B-Instruct2026.05		36.6	55.6	81.6	57.93	13.8	31.7	63.6	36.37
InternVL-3.5-8B2026.05		36.3	64.6	59.1	53.33	13	21.3	28.1	20.8