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Models/ViLD (R50-FPN)

ViLD (R50-FPN)

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

3DonLVIS v1.0
AP novel-LVIS base training· 2021-04-28
16.1
best: 43.4 (LaMI-DETR)
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
3DonLVIS v1.0
AP novel-Unrestricted open-vocabulary training· 2021-04-28
16.3
best: 45.8 (DITO)
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
2D ClassificationonLVIS v1.0
AP novel-LVIS base training· 2021-04-28
16.1
best: 43.4 (LaMI-DETR)
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
2D ClassificationonLVIS v1.0
AP novel-Unrestricted open-vocabulary training· 2021-04-28
16.3
best: 45.8 (DITO)
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
2D Object DetectiononLVIS v1.0
AP novel-LVIS base training· 2021-04-28
16.1
best: 43.4 (LaMI-DETR)
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
2D Object DetectiononLVIS v1.0
AP novel-Unrestricted open-vocabulary training· 2021-04-28
16.3
best: 45.8 (DITO)
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
16konLVIS v1.0
AP novel-LVIS base training· 2021-04-28
16.1
best: 43.4 (LaMI-DETR)
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
16konLVIS v1.0
AP novel-Unrestricted open-vocabulary training· 2021-04-28
16.3
best: 45.8 (DITO)
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921

Computer Vision4 results

Object DetectiononLVIS v1.0
AP novel-LVIS base training· 2021-04-28
16.1
best: 43.4 (LaMI-DETR)
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
Object DetectiononLVIS v1.0
AP novel-Unrestricted open-vocabulary training· 2021-04-28
16.3
best: 45.8 (DITO)
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
Open Vocabulary Object DetectiononLVIS v1.0
AP novel-LVIS base training· 2021-04-28
16.1
best: 43.4 (LaMI-DETR)
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921
Open Vocabulary Object DetectiononLVIS v1.0
AP novel-Unrestricted open-vocabulary training· 2021-04-28
16.3
best: 45.8 (DITO)
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation arXiv:2104.13921