Object Detection on Pascal VOC Novel Split 1
79.7nAP50ReSet
Evaluation results
| Method | Links | |
|---|---|---|
| ReSetBackbone=ViT-L/14, Shots=102026.06 | 79.7 | |
| ReSetBackbone=ViT-L/14, Shots=52026.06 | 79.5 | |
| ReSetBackbone=ViT-L/14, Shots=32026.06 | 75.6 | |
| PiDiViTBackbone=ViT-L/14, Shots=52026.06 | 73.7 | |
| PiDiViTBackbone=ViT-L/14, Shots=102026.06 | 73.1 | |
| DE-ViTBackbone=ViT-L/14, Shots=102026.06 | 71.9 | |
| DE-ViTBackbone=ViT-L/14, Shots=52026.06 | 70.9 | |
| NIFFBackbone=RN101, Shots=52026.06 | 70.3 | |
| NIFFBackbone=RN101, Shots=102026.06 | 68.8 | |
| DE-ViTBackbone=ViT-L/14, Shots=32026.06 | 68.1 | |
| PiDiViTBackbone=ViT-L/14, Shots=32026.06 | 68.1 | |
| NIFFBackbone=RN101, Shots=32026.06 | 68 | |
| NIFFBackbone=RN101, Shots=22026.06 | 67.2 | |
| CrossTransformerBackbone=PVTv2, Shots=102026.06 | 67.1 | |
| Meta Faster R-CNNBackbone=RN101, Shots=52026.06 | 66.1 | |
| LVCBackbone=ViT-S/8, Shots=102026.06 | 65.7 | |
| Meta Faster R-CNNBackbone=RN101, Shots=102026.06 | 65.4 | |
| ReSetBackbone=ViT-L/14, Shots=22026.06 | 64.3 | |
| HeteroGraphBackbone=RN101, Shots=102026.06 | 63.4 | |
| LVCBackbone=ViT-S/8, Shots=52026.06 | 63.2 | |
| CrossTransformerBackbone=PVTv2, Shots=52026.06 | 63.2 | |
| NIFFBackbone=RN101, Shots=12026.06 | 62.8 | |
| HeteroGraphBackbone=RN101, Shots=52026.06 | 62.6 | |
| DiGeoBackbone=RN101, Shots=102026.06 | 61.5 | |
| Meta Faster R-CNNBackbone=RN101, Shots=32026.06 | 60.6 | |
| ReSetBackbone=ViT-L/14, Shots=12026.06 | 59.2 | |
| LVCBackbone=ViT-S/8, Shots=32026.06 | 58.8 | |
| Multi-Relation DetBackbone=RN50, Shots=102026.06 | 58.6 | |
| DiGeoBackbone=RN101, Shots=52026.06 | 58.6 | |
| CrossTransformerBackbone=PVTv2, Shots=32026.06 | 57.9 | |
| PiDiViTBackbone=ViT-L/14, Shots=12026.06 | 57.3 | |
| CrossTransformerBackbone=PVTv2, Shots=22026.06 | 57.1 | |
| PiDiViTBackbone=ViT-L/14, Shots=22026.06 | 56.9 | |
| Multi-Relation DetBackbone=RN50, Shots=52026.06 | 56.5 | |
| Retentive RCNNBackbone=RN101, Shots=102026.06 | 56.1 | |
| DE-ViTBackbone=ViT-L/14, Shots=22026.06 | 56.1 | |
| TFABackbone=RN101, Shots=102026.06 | 56 | |
| TFABackbone=RN101, Shots=52026.06 | 55.7 | |
| HeteroGraphBackbone=RN101, Shots=32026.06 | 55.7 | |
| DE-ViTBackbone=ViT-L/14, Shots=12026.06 | 55.4 | |
| Meta Faster R-CNNBackbone=RN101, Shots=22026.06 | 54.5 | |
| LVCBackbone=ViT-S/8, Shots=12026.06 | 54.5 | |
| Retentive RCNNBackbone=RN101, Shots=52026.06 | 53.7 | |
| LVCBackbone=ViT-S/8, Shots=22026.06 | 53.2 | |
| HeteroGraphBackbone=RN101, Shots=22026.06 | 51.9 | |
| Multi-Relation DetBackbone=RN50, Shots=32026.06 | 51.6 | |
| CrossTransformerBackbone=PVTv2, Shots=12026.06 | 49.9 | |
| DiGeoBackbone=RN101, Shots=32026.06 | 48.5 | |
| Retentive RCNNBackbone=RN101, Shots=32026.06 | 45.9 | |
| Retentive RCNNBackbone=RN101, Shots=22026.06 | 45.8 | |
| TFABackbone=RN101, Shots=32026.06 | 44.7 | |
| Multi-Relation DetBackbone=RN50, Shots=22026.06 | 43.6 | |
| Meta Faster R-CNNBackbone=RN101, Shots=12026.06 | 43 | |
| Retentive RCNNBackbone=RN101, Shots=12026.06 | 42.4 | |
| HeteroGraphBackbone=RN101, Shots=12026.06 | 42.4 | |
| TFABackbone=RN101, Shots=12026.06 | 39.8 | |
| DiGeoBackbone=RN101, Shots=22026.06 | 39.4 | |
| DiGeoBackbone=RN101, Shots=12026.06 | 37.9 | |
| Multi-Relation DetBackbone=RN50, Shots=12026.06 | 37.8 | |
| TFABackbone=RN101, Shots=22026.06 | 36.1 |