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Models/ML-GCN(ResNet-50)

ML-GCN(ResNet-50)

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.

Methodology6 results

Generalized Few-Shot ClassificationonCOCO-MLT
Average mAP· 2019-04-07
44.24
best: 66.19 (LMPT(ViT-B/16))
Multi-Label Image Recognition with Graph Convolutional Networks arXiv:1904.03582
Generalized Few-Shot ClassificationonVOC-MLT
Average mAP· 2019-04-07
68.92
best: 87.88 (LMPT(ViT-B/16))
Multi-Label Image Recognition with Graph Convolutional Networks arXiv:1904.03582
Long-tail LearningonCOCO-MLT
Average mAP· 2019-04-07
44.24
best: 66.19 (LMPT(ViT-B/16))
Multi-Label Image Recognition with Graph Convolutional Networks arXiv:1904.03582
Long-tail LearningonVOC-MLT
Average mAP· 2019-04-07
68.92
best: 87.88 (LMPT(ViT-B/16))
Multi-Label Image Recognition with Graph Convolutional Networks arXiv:1904.03582
Generalized Few-Shot LearningonCOCO-MLT
Average mAP· 2019-04-07
44.24
best: 66.19 (LMPT(ViT-B/16))
Multi-Label Image Recognition with Graph Convolutional Networks arXiv:1904.03582
Generalized Few-Shot LearningonVOC-MLT
Average mAP· 2019-04-07
68.92
best: 87.88 (LMPT(ViT-B/16))
Multi-Label Image Recognition with Graph Convolutional Networks arXiv:1904.03582

Computer Vision4 results

Image ClassificationonCOCO-MLT
Average mAP· 2019-04-07
44.24
best: 66.19 (LMPT(ViT-B/16))
Multi-Label Image Recognition with Graph Convolutional Networks arXiv:1904.03582
Image ClassificationonVOC-MLT
Average mAP· 2019-04-07
68.92
best: 87.88 (LMPT(ViT-B/16))
Multi-Label Image Recognition with Graph Convolutional Networks arXiv:1904.03582
Few-Shot Image ClassificationonCOCO-MLT
Average mAP· 2019-04-07
44.24
best: 66.19 (LMPT(ViT-B/16))
Multi-Label Image Recognition with Graph Convolutional Networks arXiv:1904.03582
Few-Shot Image ClassificationonVOC-MLT
Average mAP· 2019-04-07
68.92
best: 87.88 (LMPT(ViT-B/16))
Multi-Label Image Recognition with Graph Convolutional Networks arXiv:1904.03582