Object Detection on LLVIP
98.3mAP50
waveMamba
Updated 4d ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2026.04 | 98.3 | 66 | - | - | 57.1 | |
2026.04 | 98.3 | 66.1 | 75.4 | - | 55.6 | |
2026.04 | 98.3 | 68.9 | 81 | - | 59.7 | |
2024.04 | 98.2 | 66.5 | 78.1 | - | - | |
2026.03 | 98 | - | - | - | - | |
2026.01 | 97.9 | 66.5 | - | - | - | |
2026.04 | 97.9 | 66.5 | - | - | 55.6 | |
2026.03 | 97.7 | - | - | - | - | |
2026.04 | 97.7 | 64.7 | 73.5 | - | 54 | |
2026.04 | 97.7 | 65.9 | 75.9 | - | 55.3 | |
2026.01 | 97.6 | 64.8 | - | - | - | |
2026.04 | 97.6 | 64.9 | 73.6 | - | 52.4 | |
2024.04 | 97.5 | 63.6 | 72.9 | - | - | |
2026.03 | 97.5 | - | - | - | - | |
2026.04 | 97.5 | 65.5 | - | - | 52.9 | |
2024.04 | 97.4 | 65.1 | 75.4 | - | - | |
2026.01 | 97 | 64.3 | - | - | - | |
2026.04 | 97 | 64.3 | - | - | 55.7 | |
2026.03 | 96.6 | - | - | - | - | |
2026.03 | 96.5 | - | - | - | - | |
2024.04 | 96.1 | 63.2 | 72.2 | - | - | |
2026.01 | 96.1 | 63.2 | - | - | - | |
2026.03 | 96.1 | - | - | - | - | |
2024.12 | 96.03 | - | 72.07 | - | - | |
2026.01 | 95.9 | 58.8 | 65.6 | - | - | |
2024.04 | 95.8 | 61.3 | 70.4 | - | - | |
2024.04 | 95.8 | 61.3 | - | - | - | |
2026.04 | 95.8 | 61.3 | 70.4 | - | 52.6 | |
2026.03 | 95.7 | - | - | - | - | |
2026.01 | 95.5 | 57.3 | 62 | - | - | |
2026.01 | 95.5 | 59.7 | 68 | - | - | |
2026.03 | 95.5 | - | - | - | - | |
2026.03 | 95.4 | - | - | - | - | |
2026.01 | 95.3 | 58.9 | 65.5 | - | - | |
2026.01 | 95.2 | 60 | 66.5 | - | - | |
2026.01 | 95.2 | 60.1 | - | - | - | |
2026.04 | 95.2 | 62.1 | 67 | - | 50.2 | |
2024.12 | 95 | - | 69.18 | - | - | |
2024.12 | 94.92 | - | 68.34 | - | - | |
2024.04 | 94.9 | 60.4 | 67.5 | - | - | |
2026.01 | 94.9 | 59.6 | 66.1 | - | - | |
2024.04 | 94.8 | 55.1 | 57.6 | - | - | |
2026.04 | 94.8 | 55.1 | 57.6 | - | 43.3 | |
2026.01 | 94.7 | 55.7 | 60.2 | - | - | |
2026.01 | 94.7 | 55.4 | 59.2 | - | - | |
2024.04 | 94.6 | 54.5 | 57.6 | - | - | |
2026.01 | 94.6 | 61.7 | - | - | - | |
2026.04 | 94.6 | 54.5 | 57.6 | - | 46.1 | |
2026.01 | 94.5 | 57.7 | 63.1 | - | - | |
2024.04 | 94.3 | 59.2 | 66.6 | - | - | |
2024.04 | 94.3 | 59.2 | 66.6 | - | - | |
2026.01 | 94.3 | 54.2 | - | - | - | |
2024.12 | 94.24 | - | 68.04 | - | - | |
2026.01 | 94.2 | 57 | 63.2 | - | - | |
2026.01 | 94.1 | 61.4 | - | - | - | |
2026.01 | 94.1 | 60.2 | - | - | - | |
2024.04 | 94 | 55.8 | 60.2 | - | - | |
2024.04 | 94 | 55.8 | 60.2 | - | - | |
2024.12 | 94 | - | 66.21 | - | - | |
2024.12 | 93.95 | - | 66.45 | - | - | |
2024.04 | 93.9 | 58.6 | 64.6 | - | - | |
2026.04 | 93.9 | 58.6 | 64.6 | - | 47.9 | |
2024.12 | 93.79 | - | 62.71 | - | - | |
2024.12 | 93.76 | - | 61.33 | - | - | |
2026.01 | 93.7 | 58.9 | 62.5 | - | - | |
2024.04 | 93.4 | 51.5 | 50.2 | - | - | |
2024.04 | 93.4 | 51.5 | 50.2 | - | - | |
2024.12 | 93.03 | - | 67.21 | - | - | |
2026.04 | 92.36 | - | - | 86.27 | - | |
2026.04 | 91.9 | 54 | 52.5 | - | 41.1 | |
2026.01 | 91.8 | 53.6 | - | - | - | |
2024.12 | 91.78 | - | 48.66 | - | - | |
2024.04 | 91.4 | 55.1 | 60.1 | - | - | |
2026.04 | 91.36 | - | - | 81.88 | - | |
2026.04 | 91.2 | - | - | 86.22 | - | |
2026.01 | 91 | 54 | 58.1 | - | - | |
2026.03 | 91 | - | - | - | - | |
2024.04 | 90.3 | 51.7 | 54.7 | - | - | |
2026.04 | 90.23 | - | - | 81.78 | - | |
2024.04 | 90.2 | 53.5 | 57.9 | - | - | |
2024.04 | 89.8 | 52 | - | - | - | |
2026.03 | 89.8 | - | - | - | - | |
2026.01 | 88.7 | 49.8 | 51.5 | - | - | |
2026.03 | 88.1 | - | - | - | - | |
2024.04 | 88 | 42.8 | 34.4 | - | - | |
2026.04 | 88 | 42.8 | 34.4 | - | 32.4 | |
2024.04 | 87 | 45.1 | 41.2 | - | - | |
2026.04 | 87 | 45.1 | 41.2 | - | 36.4 | |
2024.04 | 86.1 | 46.7 | 45.8 | - | - | |
2026.01 | 86.1 | 46.3 | 44 | - | - | |
2026.04 | 86.1 | 46.7 | 45.8 | - | 38.8 | |
2024.04 | 82.6 | 39.8 | 31.8 | - | - | |
2026.04 | 80.99 | - | - | 92.87 | - | |
2026.04 | 80.49 | - | - | 89.82 | - | |
2026.04 | 79.59 | - | - | 82.85 | - | |
2026.04 | 79.26 | - | - | 77.6 | - | |
2026.04 | 75.9 | - | - | 91.63 | - | |
2026.04 | 75.34 | - | - | 88.44 | - | |
2026.04 | 69.51 | - | - | 94.24 | - | |
2026.04 | 68.71 | - | - | 93.39 | - |
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