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Models/FIBER-B (Swin-B)

FIBER-B (Swin-B)

Reported on 10 benchmarks across 5 tasks · 1 paper

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

Methodology8 results

3DonCOCO-O
Average mAP· 2022-06-15
33.7
best: 57.8 (EVA)
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone arXiv:2206.07643
3DonCOCO-O
Effective Robustness· 2022-06-15
11.43
best: 28.86 (EVA)
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone arXiv:2206.07643
2D ClassificationonCOCO-O
Average mAP· 2022-06-15
33.7
best: 57.8 (EVA)
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone arXiv:2206.07643
2D ClassificationonCOCO-O
Effective Robustness· 2022-06-15
11.43
best: 28.86 (EVA)
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone arXiv:2206.07643
2D Object DetectiononCOCO-O
Average mAP· 2022-06-15
33.7
best: 57.8 (EVA)
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone arXiv:2206.07643
2D Object DetectiononCOCO-O
Effective Robustness· 2022-06-15
11.43
best: 28.86 (EVA)
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone arXiv:2206.07643
16konCOCO-O
Average mAP· 2022-06-15
33.7
best: 57.8 (EVA)
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone arXiv:2206.07643
16konCOCO-O
Effective Robustness· 2022-06-15
11.43
best: 28.86 (EVA)
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone arXiv:2206.07643

Computer Vision2 results

Object DetectiononCOCO-O
Average mAP· 2022-06-15
33.7
best: 57.8 (EVA)
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone arXiv:2206.07643
Object DetectiononCOCO-O
Effective Robustness· 2022-06-15
11.43
best: 28.86 (EVA)
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone arXiv:2206.07643