Target Viewpoint Reproduction on TVRBench 500-task (test) benchmark leaderboard · SOTA2 Research

Target Viewpoint Reproduction on TVRBench 500-task (test)

93Overall Success RateHuman

Evaluation Results

Method	Links
Human2026.05		93	100	88	88	96	22.8	2.1	0.05	0.9	0
Gemini-3.1-Pro2026.05		12	21.6	21.6	0.8	4	10.3	87.1	1.47	41.9	8.2
GPT-52026.05		8	15.2	8	3.2	5.6	33.7	27.3	1.3	43.2	4.2
GPT-52026.05		8	22.4	6.4	2.4	0.8	34	0	1.54	56.6	7
Qwen3.5-27B2026.05		7.8	14.4	13.6	0	3.2	28.3	75.9	1.57	49.2	6.6
Qwen3.6-27B2026.05		7	12.8	9.6	1.6	4	27.2	80.8	1.66	53.7	7.6
GPT-4o2026.05		5.2	13.6	5.6	0.8	0.8	33.6	49	1.6	52.3	9.2
Qwen3.6-35B-A3B2026.05		4.8	9.6	8	0.8	0.8	28.8	84.5	1.8	70.6	9.3
Qwen3.5-35B-A3B2026.05		3.8	8	5.6	0	1.6	33.1	67.2	2	76	9.8
Qwen3.5-27B2026.05		3.2	5.6	4	0.8	2.4	31.2	82	1.71	52.6	9.8
Qwen3.6-27B2026.05		3.2	8.8	3.2	0.8	0	30.9	82.6	1.94	57	12.9
Qwen3.5-9B2026.05		2.8	6.4	4.8	0	0	29.9	89.6	1.94	67.8	12.8
GPT-4o2026.05		2.8	5.6	4	1.6	0	31.3	87.3	1.68	61.1	11.9
Qwen3.5-35B-A3B2026.05		0.8	2.4	0.8	0	0	33.8	84	2.03	80.4	10.6
Qwen3.6-35B-A3B2026.05		0.2	0	0.8	0	0	34.1	94.7	2.1	74.6	14.7
Qwen3.5-9B2026.05		0	0	0	0	0	34.3	100	2.05	86.8	15.8