FAIR1M
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Oriented Object Detection | FAIR1M v1.0 | mAPf49.15 | 22 | |
| Object Detection | FAIR1M 1.0 | mAP5041.66 | 20 | |
| Object Detection | FAIR1M v2.0 | mAP5047.53 | 20 | |
| Object Detection | FAIR1M v1.0 (test) | mAP48.35 | 16 | |
| Rotated Object Detection | FAIR1M 2.0 (test) | mAP54.57 | 16 | |
| Oriented Object Detection | FAIR1M | AP5042.44 | 14 | |
| Classification | FAIR1M domain generalization evaluation v2 | Accuracy (ACC)74 | 10 | |
| Object Detection | FAIR1M airplane | mAP3.01 | 5 | |
| Object Detection | FAIR1M ship | mAP23.93 | 5 | |
| Object Detection | FAIR1M 2.0 (Final-stage) | mAP74.16 | 5 | |
| Object Detection | FAIR1M 2.0 (Pre-stage) | mAP81.16 | 5 | |
| Instance Segmentation | FAIR1M airplane | mIoU55.15 | 3 | |
| Instance Segmentation | FAIR1M ship | IoU56.57 | 3 |
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