2D Object Detection 벤치마크
2D Object Detection on ExDark
mAP
- 2022-05-06 — MAET: mAP 77.7
- 2024-12-20 — EMV-YOLO: mAP 79.7
| Rank | Model | mAP | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | EMV-YOLO | 79.7 | Toward Highly Efficient Semantic-Guided Machine Vision for Low-Light Object Detection | Zeng555/EMV-YOLO | 2024 |
| 2 | MAET | 77.7 | Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection | cuiziteng/maet · cuiziteng/iccv_maet | 2022 |
| 3 | WARLearn | 55.7 | WARLearn: Weather-Adaptive Representation Learning | shubhamagarwal12/warlearn | 2024 |