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Models/RISF (SWIN-Large)

RISF (SWIN-Large)

Reported on 12 benchmarks across 6 tasks · 1 paper

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

Methodology8 results

3DonMS-COCO (30-shot)
AP· 2023-11-01
31.9
best: 36.8 (Training-free)
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection arXiv:2311.00278
3DonMS-COCO (10-shot)
AP· 2023-11-01
25.5
best: 36.6 (Training-free)
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection arXiv:2311.00278
2D ClassificationonMS-COCO (30-shot)
AP· 2023-11-01
31.9
best: 36.8 (Training-free)
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection arXiv:2311.00278
2D ClassificationonMS-COCO (10-shot)
AP· 2023-11-01
25.5
best: 36.6 (Training-free)
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection arXiv:2311.00278
2D Object DetectiononMS-COCO (30-shot)
AP· 2023-11-01
31.9
best: 36.8 (Training-free)
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection arXiv:2311.00278
2D Object DetectiononMS-COCO (10-shot)
AP· 2023-11-01
25.5
best: 36.6 (Training-free)
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection arXiv:2311.00278
16konMS-COCO (30-shot)
AP· 2023-11-01
31.9
best: 36.8 (Training-free)
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection arXiv:2311.00278
16konMS-COCO (10-shot)
AP· 2023-11-01
25.5
best: 36.6 (Training-free)
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection arXiv:2311.00278

Computer Vision4 results

Object DetectiononMS-COCO (30-shot)
AP· 2023-11-01
31.9
best: 36.8 (Training-free)
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection arXiv:2311.00278
Object DetectiononMS-COCO (10-shot)
AP· 2023-11-01
25.5
best: 36.6 (Training-free)
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection arXiv:2311.00278
Few-Shot Object DetectiononMS-COCO (30-shot)
AP· 2023-11-01
31.9
best: 36.8 (Training-free)
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection arXiv:2311.00278
Few-Shot Object DetectiononMS-COCO (10-shot)
AP· 2023-11-01
25.5
best: 36.6 (Training-free)
Re-Scoring Using Image-Language Similarity for Few-Shot Object Detection arXiv:2311.00278