Multi-label Scene Classification on AID-ML (test)
72.18mAP (macro)NAR (w ELR)
Evaluation results
| Method | Links | |
|---|---|---|
| NAR (w ELR)Noise Type=Additive Noise, Noise Rate=10%2026.01 | 72.18 | |
| ELRNoise Type=Additive Noise, Noise Rate=10%2026.01 | 71.55 | |
| NAR (w ELR)Noise Type=Additive Noise, Noise Rate=20%2026.01 | 71.43 | |
| NAR (w ELR)Noise Type=Additive Noise, Noise Rate=30%2026.01 | 70.76 | |
| NAR (w ELR)Noise Type=Subtractive Noise, Noise Rate=10%2026.01 | 70.65 | |
| NAR (w/o ELR)Noise Type=Additive Noise, Noise Rate=10%2026.01 | 70.61 | |
| NAR (w ELR)Noise Type=Mixed Noise, Noise Rate=10%2026.01 | 70.49 | |
| SATNoise Type=Additive Noise, Noise Rate=10%2026.01 | 70.29 | |
| ELRNoise Type=Additive Noise, Noise Rate=20%2026.01 | 70.26 | |
| SATNoise Type=Additive Noise, Noise Rate=20%2026.01 | 70.17 | |
| NAR (w/o ELR)Noise Type=Additive Noise, Noise Rate=20%2026.01 | 70.16 | |
| NAR (w/o ELR)Noise Type=Additive Noise, Noise Rate=30%2026.01 | 70.1 | |
| ELRNoise Type=Subtractive Noise, Noise Rate=10%2026.01 | 70.09 | |
| SATNoise Type=Additive Noise, Noise Rate=30%2026.01 | 69.97 | |
| NAR (w/o ELR)Noise Type=Subtractive Noise, Noise Rate=10%2026.01 | 69.91 | |
| NAR (w ELR)Noise Type=Additive Noise, Noise Rate=40%2026.01 | 69.72 | |
| BMNoise Type=Additive Noise, Noise Rate=10%2026.01 | 69.67 | |
| SATNoise Type=Subtractive Noise, Noise Rate=10%2026.01 | 69.49 | |
| NAR (w ELR)Noise Type=Subtractive Noise, Noise Rate=20%2026.01 | 69.49 | |
| ELRNoise Type=Additive Noise, Noise Rate=30%2026.01 | 69.38 | |
| BMNoise Type=Additive Noise, Noise Rate=20%2026.01 | 69.13 | |
| NAR (w/o ELR)Noise Type=Mixed Noise, Noise Rate=10%2026.01 | 69.13 | |
| BCENoise Type=Additive Noise, Noise Rate=10%2026.01 | 69.02 | |
| BMNoise Type=Additive Noise, Noise Rate=30%2026.01 | 68.88 | |
| SATNoise Type=Mixed Noise, Noise Rate=10%2026.01 | 68.78 | |
| BMNoise Type=Additive Noise, Noise Rate=40%2026.01 | 68.66 | |
| NAR (w ELR)Noise Type=Subtractive Noise, Noise Rate=30%2026.01 | 68.55 | |
| NAR (w/o ELR)Noise Type=Subtractive Noise, Noise Rate=20%2026.01 | 68.54 | |
| NAR (w/o ELR)Noise Type=Additive Noise, Noise Rate=40%2026.01 | 68.52 | |
| NAR (w/o ELR)Noise Type=Subtractive Noise, Noise Rate=30%2026.01 | 68.49 | |
| BMNoise Type=Subtractive Noise, Noise Rate=10%2026.01 | 68.47 | |
| SATNoise Type=Additive Noise, Noise Rate=40%2026.01 | 68.46 | |
| ELRNoise Type=Additive Noise, Noise Rate=40%2026.01 | 68.45 | |
| ELRNoise Type=Mixed Noise, Noise Rate=10%2026.01 | 68.43 | |
| BCENoise Type=Additive Noise, Noise Rate=30%2026.01 | 68.42 | |
| ELRNoise Type=Subtractive Noise, Noise Rate=20%2026.01 | 68.37 | |
| BCENoise Type=Subtractive Noise, Noise Rate=10%2026.01 | 68.32 | |
| BCENoise Type=Additive Noise, Noise Rate=20%2026.01 | 68.28 | |
| SATNoise Type=Subtractive Noise, Noise Rate=20%2026.01 | 68.15 | |
| NAR (w ELR)Noise Type=Additive Noise, Noise Rate=60%2026.01 | 67.89 | |
| NAR (w/o ELR)Noise Type=Additive Noise, Noise Rate=60%2026.01 | 67.53 | |
| BMNoise Type=Mixed Noise, Noise Rate=10%2026.01 | 67.4 | |
| SATNoise Type=Additive Noise, Noise Rate=60%2026.01 | 67.27 | |
| NAR (w ELR)Noise Type=Subtractive Noise, Noise Rate=40%2026.01 | 67.17 | |
| BMNoise Type=Subtractive Noise, Noise Rate=20%2026.01 | 67 | |
| NAR (w/o ELR)Noise Type=Subtractive Noise, Noise Rate=40%2026.01 | 66.86 | |
| BMNoise Type=Additive Noise, Noise Rate=60%2026.01 | 66.71 | |
| ELRNoise Type=Subtractive Noise, Noise Rate=30%2026.01 | 66.65 | |
| NAR (w ELR)Noise Type=Mixed Noise, Noise Rate=20%2026.01 | 66.58 | |
| BCENoise Type=Additive Noise, Noise Rate=40%2026.01 | 66.46 | |
| BCENoise Type=Subtractive Noise, Noise Rate=20%2026.01 | 66.42 | |
| ELRNoise Type=Additive Noise, Noise Rate=60%2026.01 | 66.37 | |
| SATNoise Type=Subtractive Noise, Noise Rate=30%2026.01 | 66.24 | |
| ASLNoise Type=Subtractive Noise, Noise Rate=10%2026.01 | 66.21 | |
| ASLNoise Type=Additive Noise, Noise Rate=10%2026.01 | 66.2 | |
| NAR (w/o ELR)Noise Type=Mixed Noise, Noise Rate=20%2026.01 | 65.53 | |
| SATNoise Type=Subtractive Noise, Noise Rate=40%2026.01 | 65.49 | |
| ASLNoise Type=Additive Noise, Noise Rate=20%2026.01 | 65.46 | |
| BMNoise Type=Subtractive Noise, Noise Rate=30%2026.01 | 65.03 | |
| NAR (w ELR)Noise Type=Subtractive Noise, Noise Rate=60%2026.01 | 64.84 | |
| BCENoise Type=Subtractive Noise, Noise Rate=30%2026.01 | 64.73 | |
| ELRNoise Type=Subtractive Noise, Noise Rate=40%2026.01 | 64.7 | |
| BCENoise Type=Additive Noise, Noise Rate=60%2026.01 | 64.69 | |
| SATNoise Type=Mixed Noise, Noise Rate=20%2026.01 | 64.62 | |
| BCENoise Type=Mixed Noise, Noise Rate=10%2026.01 | 64.61 | |
| NAR (w/o ELR)Noise Type=Subtractive Noise, Noise Rate=60%2026.01 | 64.27 | |
| NAR (w ELR)Noise Type=Mixed Noise, Noise Rate=30%2026.01 | 64.24 | |
| ELRNoise Type=Mixed Noise, Noise Rate=20%2026.01 | 63.51 | |
| ASLNoise Type=Subtractive Noise, Noise Rate=20%2026.01 | 63.4 | |
| BMNoise Type=Subtractive Noise, Noise Rate=40%2026.01 | 63.18 | |
| ELRNoise Type=Subtractive Noise, Noise Rate=60%2026.01 | 63.07 | |
| SATNoise Type=Subtractive Noise, Noise Rate=60%2026.01 | 62.86 | |
| BMNoise Type=Mixed Noise, Noise Rate=20%2026.01 | 62.78 | |
| ASLNoise Type=Mixed Noise, Noise Rate=10%2026.01 | 62.73 | |
| ASLNoise Type=Additive Noise, Noise Rate=30%2026.01 | 62.65 | |
| BCENoise Type=Subtractive Noise, Noise Rate=40%2026.01 | 62.17 | |
| ASLNoise Type=Subtractive Noise, Noise Rate=30%2026.01 | 62.14 | |
| NAR (w/o ELR)Noise Type=Mixed Noise, Noise Rate=30%2026.01 | 61.77 | |
| ASLNoise Type=Additive Noise, Noise Rate=40%2026.01 | 61.55 | |
| ASLNoise Type=Subtractive Noise, Noise Rate=40%2026.01 | 61.47 | |
| BMNoise Type=Subtractive Noise, Noise Rate=60%2026.01 | 61.1 | |
| NAR (w ELR)Noise Type=Mixed Noise, Noise Rate=40%2026.01 | 60.75 | |
| BCENoise Type=Mixed Noise, Noise Rate=20%2026.01 | 60.62 | |
| ASLNoise Type=Additive Noise, Noise Rate=60%2026.01 | 59.49 | |
| BCENoise Type=Subtractive Noise, Noise Rate=60%2026.01 | 59.48 | |
| ASLNoise Type=Subtractive Noise, Noise Rate=60%2026.01 | 58.18 | |
| ELRNoise Type=Mixed Noise, Noise Rate=30%2026.01 | 58.17 | |
| BMNoise Type=Mixed Noise, Noise Rate=30%2026.01 | 57.61 | |
| NAR (w/o ELR)Noise Type=Mixed Noise, Noise Rate=40%2026.01 | 57.56 | |
| SATNoise Type=Mixed Noise, Noise Rate=30%2026.01 | 57.26 | |
| ASLNoise Type=Mixed Noise, Noise Rate=20%2026.01 | 56.43 | |
| BCENoise Type=Mixed Noise, Noise Rate=30%2026.01 | 54.32 | |
| ELRNoise Type=Mixed Noise, Noise Rate=40%2026.01 | 52.67 | |
| BMNoise Type=Mixed Noise, Noise Rate=40%2026.01 | 51.96 | |
| ASLNoise Type=Mixed Noise, Noise Rate=30%2026.01 | 51.65 | |
| SATNoise Type=Mixed Noise, Noise Rate=40%2026.01 | 50.53 | |
| NAR (w ELR)Noise Type=Mixed Noise, Noise Rate=60%2026.01 | 49.38 | |
| BCENoise Type=Mixed Noise, Noise Rate=40%2026.01 | 48.57 | |
| NAR (w/o ELR)Noise Type=Mixed Noise, Noise Rate=60%2026.01 | 47.1 | |
| ASLNoise Type=Mixed Noise, Noise Rate=40%2026.01 | 46.88 |