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Benchmarks
Object Detection on GaiaField HSI Dataset (test)
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68.97
mAP
FUN
29.138
39.479
49.82
60.161
Apr 30, 2026
mAP
Updated 1mo ago
Evaluation Results
Method
Method
Links
mAP
FUN
Params=21.583M, GFlops...
2026.04
68.97
L-Net + FCOS
Params=64.926M, GFlops...
2026.04
54
MST + FCOS
Params=33.852M, GFlops...
2026.04
52.8
Faster RCNN
Params=41.432M, GFlops...
2026.04
50
CST + FCOS
Params=34.619M, GFlops...
2026.04
49.5
TSA-Net + FCOS
Params=98.284M, GFlops...
2026.04
46.6
FCOS
Params=32.187M, GFlops...
2026.04
45.7
RetinaNet
Params=36.476M, GFlops...
2026.04
44.4
Deformable DETR
Params=41.432M, GFlops...
2026.04
40.8
TogetherNet
Params=16.17M, GFlops=...
2026.04
34.73
IA-YOLO
Params=61.664M, GFlops...
2026.04
30.67
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