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Referring Video Object Segmentation on Ref-Davis (val)

0.76J&F Score

Sa2VA-Qwen3-VL-4B

Updated 19d ago

Evaluation Results

Method	Links
Sa2VA-Qwen3-VL-4B 2026.01		0.76	-	-
Sa2VA-Qwen3-VL-4B 2026.03		0.76	-	-
Sa2VA-8B 2026.01		0.752	-	-
Sa2VA-8B 2026.03		0.752	-	-
MolmoPoint-8B 2026.03		0.736	0.841	0.822
Molmo2-4B 2026.01		0.735	0.831	0.811
Molmo2-4B 2026.03		0.735	0.831	0.811
Molmo2-8B 2026.01		0.727	0.813	0.787
Molmo2-8B 2026.03		0.727	0.813	0.787
VideoMolmo-7B 2026.01		0.725	0.754	-
VideoMolmo-7B 2026.03		0.725	0.754	-
Molmo2-O-7B 2026.01		0.704	0.792	0.76
Molmo2-O-7B 2026.03		0.704	0.792	0.76
VideoGLaMM 2026.01		0.695	-	-
VideoGLaMM 2026.03		0.695	-	-
VideoLISA 2026.01		0.688	-	-
VideoLISA 2026.03		0.688	-	-
Gemini 3 Pro 2026.01		0.666	0.608	0.557
Gemini 3 Pro 2026.03		0.666	0.608	0.557
Molmo + SAM 2 2026.01		0.652	0.745	-
Molmo + SAM 2 2026.03		0.652	0.745	-
Gemini 2.5 Pro 2026.01		0.456	0.627	0.566
Gemini 2.5 Pro 2026.03		0.456	0.627	0.566
Qwen3-VL-4B 2026.01		0.444	0.331	0.269
Qwen3-VL-4B 2026.03		0.444	0.331	0.269
Qwen3-VL-8B 2026.01		0.41	0.416	0.332
Qwen3-VL-8B 2026.03		0.41	0.416	0.332
Gemini 2.5 Flash 2026.01		0.316	0.367	0.3
Gemini 2.5 Flash 2026.03		0.316	0.367	0.3
GPT-5 2026.01		0.252	0.17	0.116
GPT-5 2026.03		0.252	0.17	0.116
GPT-5 mini 2026.01		0.084	0.034	0.023
GPT-5 mini 2026.03		0.084	0.034	0.023