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Models/VISA (Chat-UniVi-7B)

VISA (Chat-UniVi-7B)

Reported on 8 benchmarks across 2 tasks · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision8 results

VideoonReVOS
R· 2024-07-16
15.5
best: 19.7 (VRS-HQ (Chat-UniVi-7B))
SOTA
VISA: Reasoning Video Object Segmentation via Large Language Models arXiv:2407.11325
Video Object SegmentationonReVOS
R· 2024-07-16
15.5
best: 19.7 (VRS-HQ (Chat-UniVi-7B))
SOTA
VISA: Reasoning Video Object Segmentation via Large Language Models arXiv:2407.11325
VideoonReVOS
F· 2024-07-16
49
best: 62.5 (VRS-HQ (Chat-UniVi-13B))
VISA: Reasoning Video Object Segmentation via Large Language Models arXiv:2407.11325
VideoonReVOS
J· 2024-07-16
44.9
best: 57.6 (VRS-HQ (Chat-UniVi-13B))
VISA: Reasoning Video Object Segmentation via Large Language Models arXiv:2407.11325
VideoonReVOS
J&F· 2024-07-16
46.9
best: 60 (VRS-HQ (Chat-UniVi-13B))
VISA: Reasoning Video Object Segmentation via Large Language Models arXiv:2407.11325
Video Object SegmentationonReVOS
F· 2024-07-16
49
best: 62.5 (VRS-HQ (Chat-UniVi-13B))
VISA: Reasoning Video Object Segmentation via Large Language Models arXiv:2407.11325
Video Object SegmentationonReVOS
J· 2024-07-16
44.9
best: 57.6 (VRS-HQ (Chat-UniVi-13B))
VISA: Reasoning Video Object Segmentation via Large Language Models arXiv:2407.11325
Video Object SegmentationonReVOS
J&F· 2024-07-16
46.9
best: 60 (VRS-HQ (Chat-UniVi-13B))
VISA: Reasoning Video Object Segmentation via Large Language Models arXiv:2407.11325