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Models/DETRIS

DETRIS

Reported on 18 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 Vision18 results

Instance SegmentationonRefCOCO
IoU· 2025-01-15
81
SOTA
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Referring Expression SegmentationonRefCOCO
IoU· 2025-01-15
81
SOTA
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Instance SegmentationonRefCOCO testA
Overall IoU· 2025-01-15
81.9
best: 86.49 (DeRIS-L)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Instance SegmentationonRefCoCo val
Overall IoU· 2025-01-15
81
best: 85.41 (DeRIS-L)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Instance SegmentationonRefCOCO testB
Overall IoU· 2025-01-15
79
best: 83.4 (HyperSeg)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Instance SegmentationonRefCOCOg-test
Overall IoU· 2025-01-15
75.3
best: 80.54 (UniLSeg-100)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Instance SegmentationonRefCOCO+ val
Overall IoU· 2025-01-15
75.2
best: 79.4 (MLCD-Seg-7B)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Instance SegmentationonRefCOCO+ test B
Overall IoU· 2025-01-15
70.2
best: 75.6 (MLCD-Seg-7B)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Instance SegmentationonRefCOCO+ testA
Overall IoU· 2025-01-15
78.6
best: 83.5 (HyperSeg)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Instance SegmentationonRefCOCOg-val
Overall IoU· 2025-01-15
74.6
best: 79.9 (MLCD-Seg-7B)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Referring Expression SegmentationonRefCOCO testA
Overall IoU· 2025-01-15
81.9
best: 86.49 (DeRIS-L)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Referring Expression SegmentationonRefCoCo val
Overall IoU· 2025-01-15
81
best: 85.41 (DeRIS-L)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Referring Expression SegmentationonRefCOCO testB
Overall IoU· 2025-01-15
79
best: 83.4 (HyperSeg)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Referring Expression SegmentationonRefCOCOg-test
Overall IoU· 2025-01-15
75.3
best: 80.54 (UniLSeg-100)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Referring Expression SegmentationonRefCOCO+ val
Overall IoU· 2025-01-15
75.2
best: 79.4 (MLCD-Seg-7B)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Referring Expression SegmentationonRefCOCO+ test B
Overall IoU· 2025-01-15
70.2
best: 75.6 (MLCD-Seg-7B)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Referring Expression SegmentationonRefCOCO+ testA
Overall IoU· 2025-01-15
78.6
best: 83.5 (HyperSeg)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580
Referring Expression SegmentationonRefCOCOg-val
Overall IoU· 2025-01-15
74.6
best: 79.9 (MLCD-Seg-7B)
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation arXiv:2501.08580