ResearchBenchmarksOpen-ended instance segmentation on LVIS mini (val)Open-ended instance segmentation on LVIS mini (val)Follow39.9AP (Mask)VL-SAM-v323.2627.5831.936.22May 5, 2026Evaluation resultsMethodMethodLinksAP (Mask)APr (Mask)VL-SAM-v3Candidate generator=Qw...Candidate generator=Qwen3-VL (8B), Evaluation protocol=Zero-shot2026.0539.936.4VL-SAM-v2Candidate generator=In...Candidate generator=InternVL-2.5 (8B), Evaluation protocol=Zero-shot2026.0528.727.7VL-SAMCandidate generator=Co...Candidate generator=CogVLM (17B), Evaluation protocol=Zero-shot2026.0523.922.7