Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/ATSS (ResNetXt-64x4d-101+DCN,multi-scale)

ATSS (ResNetXt-64x4d-101+DCN,multi-scale)

Reported on 30 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.

Methodology24 results

3DonCOCO test-dev
AP50· 2019-12-05
68.9
best: 95 (ViTPose (ViTAE-G, ensemble))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
3DonCOCO test-dev
AP75· 2019-12-05
56.3
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
3DonCOCO test-dev
APL· 2019-12-05
62.4
best: 86.5 (PoseBH-H)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
3DonCOCO test-dev
APM· 2019-12-05
52.9
best: 83.8 (4xRSN-50 (ensemble))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
3DonCOCO test-dev
APS· 2019-12-05
33.2
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
3DonCOCO test-dev
box mAP· 2019-12-05
50.7
best: 66 (Co-DETR)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
2D ClassificationonCOCO test-dev
AP50· 2019-12-05
68.9
best: 82.1 (Plain-DETR (Swin-L))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
2D ClassificationonCOCO test-dev
AP75· 2019-12-05
56.3
best: 71.7 (EVA)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
2D ClassificationonCOCO test-dev
APL· 2019-12-05
62.4
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
2D ClassificationonCOCO test-dev
APM· 2019-12-05
52.9
best: 67.7 (EVA)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
2D ClassificationonCOCO test-dev
APS· 2019-12-05
33.2
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
2D ClassificationonCOCO test-dev
box mAP· 2019-12-05
50.7
best: 66 (Co-DETR)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
2D Object DetectiononCOCO test-dev
AP50· 2019-12-05
68.9
best: 82.1 (Plain-DETR (Swin-L))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
2D Object DetectiononCOCO test-dev
AP75· 2019-12-05
56.3
best: 71.7 (EVA)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
2D Object DetectiononCOCO test-dev
APL· 2019-12-05
62.4
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
2D Object DetectiononCOCO test-dev
APM· 2019-12-05
52.9
best: 67.7 (EVA)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
2D Object DetectiononCOCO test-dev
APS· 2019-12-05
33.2
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
2D Object DetectiononCOCO test-dev
box mAP· 2019-12-05
50.7
best: 66 (Co-DETR)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
16konCOCO test-dev
AP50· 2019-12-05
68.9
best: 82.1 (Plain-DETR (Swin-L))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
16konCOCO test-dev
AP75· 2019-12-05
56.3
best: 71.7 (EVA)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
16konCOCO test-dev
APL· 2019-12-05
62.4
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
16konCOCO test-dev
APM· 2019-12-05
52.9
best: 67.7 (EVA)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
16konCOCO test-dev
APS· 2019-12-05
33.2
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
16konCOCO test-dev
box mAP· 2019-12-05
50.7
best: 66 (Co-DETR)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424

Computer Vision6 results

Object DetectiononCOCO test-dev
AP50· 2019-12-05
68.9
best: 82.1 (Plain-DETR (Swin-L))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
Object DetectiononCOCO test-dev
AP75· 2019-12-05
56.3
best: 71.7 (EVA)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
Object DetectiononCOCO test-dev
APL· 2019-12-05
62.4
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
Object DetectiononCOCO test-dev
APM· 2019-12-05
52.9
best: 67.7 (EVA)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
Object DetectiononCOCO test-dev
APS· 2019-12-05
33.2
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424
Object DetectiononCOCO test-dev
box mAP· 2019-12-05
50.7
best: 66 (Co-DETR)
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection arXiv:1912.02424