Multi-label Scene Classification on UCMerced
92.67mAP (macro)NAR (w/o ELR)
Evaluation results
| Method | Links | |
|---|---|---|
| NAR (w/o ELR)Noise Type=Additive Noise, Noise Rate=10%2026.01 | 92.67 | |
| NAR (w ELR)Noise Type=Additive Noise, Noise Rate=10%2026.01 | 92.27 | |
| NAR (w ELR)Noise Type=Mixed Noise, Noise Rate=10%2026.01 | 91.77 | |
| ELRNoise Type=Additive Noise, Noise Rate=10%2026.01 | 91.46 | |
| NAR (w/o ELR)Noise Type=Additive Noise, Noise Rate=20%2026.01 | 91.27 | |
| NAR (w ELR)Noise Type=Additive Noise, Noise Rate=20%2026.01 | 91.19 | |
| NAR (w/o ELR)Noise Type=Mixed Noise, Noise Rate=10%2026.01 | 91.12 | |
| NAR (w ELR)Noise Type=Subtractive Noise, Noise Rate=10%2026.01 | 91.06 | |
| BCENoise Type=Additive Noise, Noise Rate=10%2026.01 | 90.92 | |
| NAR (w/o ELR)Noise Type=Subtractive Noise, Noise Rate=10%2026.01 | 90.58 | |
| BMNoise Type=Additive Noise, Noise Rate=10%2026.01 | 90.41 | |
| NAR (w ELR)Noise Type=Additive Noise, Noise Rate=30%2026.01 | 90.3 | |
| ELRNoise Type=Additive Noise, Noise Rate=20%2026.01 | 90.2 | |
| NAR (w/o ELR)Noise Type=Additive Noise, Noise Rate=30%2026.01 | 89.97 | |
| BMNoise Type=Subtractive Noise, Noise Rate=10%2026.01 | 89.89 | |
| BCENoise Type=Subtractive Noise, Noise Rate=10%2026.01 | 89.81 | |
| ELRNoise Type=Subtractive Noise, Noise Rate=10%2026.01 | 89.71 | |
| NAR (w ELR)Noise Type=Subtractive Noise, Noise Rate=20%2026.01 | 89.67 | |
| NAR (w/o ELR)Noise Type=Subtractive Noise, Noise Rate=20%2026.01 | 89.36 | |
| NAR (w ELR)Noise Type=Additive Noise, Noise Rate=40%2026.01 | 89.32 | |
| BCENoise Type=Additive Noise, Noise Rate=20%2026.01 | 89.3 | |
| ELRNoise Type=Mixed Noise, Noise Rate=10%2026.01 | 89.19 | |
| ELRNoise Type=Additive Noise, Noise Rate=30%2026.01 | 89.03 | |
| ELRNoise Type=Subtractive Noise, Noise Rate=20%2026.01 | 89 | |
| SATNoise Type=Additive Noise, Noise Rate=10%2026.01 | 88.88 | |
| ASLNoise Type=Additive Noise, Noise Rate=10%2026.01 | 88.88 | |
| BMNoise Type=Additive Noise, Noise Rate=20%2026.01 | 88.87 | |
| ASLNoise Type=Subtractive Noise, Noise Rate=10%2026.01 | 88.73 | |
| NAR (w/o ELR)Noise Type=Additive Noise, Noise Rate=40%2026.01 | 88.69 | |
| NAR (w ELR)Noise Type=Subtractive Noise, Noise Rate=30%2026.01 | 88.51 | |
| NAR (w ELR)Noise Type=Mixed Noise, Noise Rate=20%2026.01 | 88.51 | |
| NAR (w/o ELR)Noise Type=Subtractive Noise, Noise Rate=30%2026.01 | 88.38 | |
| SATNoise Type=Additive Noise, Noise Rate=20%2026.01 | 88.23 | |
| BCENoise Type=Subtractive Noise, Noise Rate=20%2026.01 | 88.08 | |
| BCENoise Type=Mixed Noise, Noise Rate=10%2026.01 | 87.87 | |
| ELRNoise Type=Additive Noise, Noise Rate=40%2026.01 | 87.83 | |
| BMNoise Type=Subtractive Noise, Noise Rate=20%2026.01 | 87.8 | |
| BMNoise Type=Mixed Noise, Noise Rate=10%2026.01 | 87.74 | |
| SATNoise Type=Subtractive Noise, Noise Rate=10%2026.01 | 87.72 | |
| BMNoise Type=Additive Noise, Noise Rate=30%2026.01 | 87.61 | |
| BCENoise Type=Additive Noise, Noise Rate=30%2026.01 | 87.45 | |
| SATNoise Type=Mixed Noise, Noise Rate=10%2026.01 | 87.31 | |
| SATNoise Type=Additive Noise, Noise Rate=30%2026.01 | 87.2 | |
| SATNoise Type=Additive Noise, Noise Rate=40%2026.01 | 87.17 | |
| NAR (w ELR)Noise Type=Subtractive Noise, Noise Rate=40%2026.01 | 87.14 | |
| SATNoise Type=Subtractive Noise, Noise Rate=20%2026.01 | 87.07 | |
| ELRNoise Type=Subtractive Noise, Noise Rate=30%2026.01 | 87.02 | |
| NAR (w/o ELR)Noise Type=Mixed Noise, Noise Rate=20%2026.01 | 86.99 | |
| NAR (w/o ELR)Noise Type=Subtractive Noise, Noise Rate=40%2026.01 | 86.72 | |
| ASLNoise Type=Additive Noise, Noise Rate=20%2026.01 | 86.51 | |
| BMNoise Type=Additive Noise, Noise Rate=40%2026.01 | 86.44 | |
| BCENoise Type=Additive Noise, Noise Rate=40%2026.01 | 86.36 | |
| SATNoise Type=Subtractive Noise, Noise Rate=30%2026.01 | 86 | |
| ASLNoise Type=Subtractive Noise, Noise Rate=20%2026.01 | 86 | |
| ELRNoise Type=Subtractive Noise, Noise Rate=40%2026.01 | 85.96 | |
| NAR (w ELR)Noise Type=Additive Noise, Noise Rate=60%2026.01 | 85.85 | |
| BCENoise Type=Subtractive Noise, Noise Rate=30%2026.01 | 85.79 | |
| BMNoise Type=Subtractive Noise, Noise Rate=30%2026.01 | 85.55 | |
| SATNoise Type=Additive Noise, Noise Rate=60%2026.01 | 85.24 | |
| ASLNoise Type=Mixed Noise, Noise Rate=10%2026.01 | 85.23 | |
| ELRNoise Type=Additive Noise, Noise Rate=60%2026.01 | 84.84 | |
| ELRNoise Type=Mixed Noise, Noise Rate=20%2026.01 | 84.82 | |
| NAR (w/o ELR)Noise Type=Additive Noise, Noise Rate=60%2026.01 | 84.79 | |
| SATNoise Type=Subtractive Noise, Noise Rate=40%2026.01 | 84.35 | |
| BMNoise Type=Subtractive Noise, Noise Rate=40%2026.01 | 84.2 | |
| SATNoise Type=Mixed Noise, Noise Rate=20%2026.01 | 84.18 | |
| BCENoise Type=Subtractive Noise, Noise Rate=40%2026.01 | 83.98 | |
| NAR (w/o ELR)Noise Type=Subtractive Noise, Noise Rate=60%2026.01 | 83.59 | |
| NAR (w ELR)Noise Type=Mixed Noise, Noise Rate=30%2026.01 | 83.45 | |
| ASLNoise Type=Subtractive Noise, Noise Rate=30%2026.01 | 83.24 | |
| ASLNoise Type=Additive Noise, Noise Rate=30%2026.01 | 83.09 | |
| NAR (w ELR)Noise Type=Subtractive Noise, Noise Rate=60%2026.01 | 83.08 | |
| NAR (w/o ELR)Noise Type=Mixed Noise, Noise Rate=30%2026.01 | 82.8 | |
| BMNoise Type=Mixed Noise, Noise Rate=20%2026.01 | 82.73 | |
| BMNoise Type=Additive Noise, Noise Rate=60%2026.01 | 82.51 | |
| BCENoise Type=Additive Noise, Noise Rate=60%2026.01 | 81.93 | |
| ELRNoise Type=Subtractive Noise, Noise Rate=60%2026.01 | 81.52 | |
| NAR (w ELR)Noise Type=Mixed Noise, Noise Rate=40%2026.01 | 81.15 | |
| ASLNoise Type=Additive Noise, Noise Rate=40%2026.01 | 81.11 | |
| BCENoise Type=Mixed Noise, Noise Rate=20%2026.01 | 80.94 | |
| SATNoise Type=Subtractive Noise, Noise Rate=60%2026.01 | 80.64 | |
| ASLNoise Type=Subtractive Noise, Noise Rate=40%2026.01 | 80.41 | |
| SATNoise Type=Mixed Noise, Noise Rate=30%2026.01 | 79.64 | |
| BMNoise Type=Subtractive Noise, Noise Rate=60%2026.01 | 79.55 | |
| ELRNoise Type=Mixed Noise, Noise Rate=30%2026.01 | 78.26 | |
| ASLNoise Type=Mixed Noise, Noise Rate=20%2026.01 | 78.09 | |
| BCENoise Type=Subtractive Noise, Noise Rate=60%2026.01 | 77.67 | |
| NAR (w/o ELR)Noise Type=Mixed Noise, Noise Rate=40%2026.01 | 76.35 | |
| BMNoise Type=Mixed Noise, Noise Rate=30%2026.01 | 75.88 | |
| ASLNoise Type=Additive Noise, Noise Rate=60%2026.01 | 75.68 | |
| BCENoise Type=Mixed Noise, Noise Rate=30%2026.01 | 74.68 | |
| ASLNoise Type=Subtractive Noise, Noise Rate=60%2026.01 | 74.3 | |
| SATNoise Type=Mixed Noise, Noise Rate=40%2026.01 | 72.76 | |
| ELRNoise Type=Mixed Noise, Noise Rate=40%2026.01 | 69.83 | |
| ASLNoise Type=Mixed Noise, Noise Rate=30%2026.01 | 69.34 | |
| BMNoise Type=Mixed Noise, Noise Rate=40%2026.01 | 69.06 | |
| BCENoise Type=Mixed Noise, Noise Rate=40%2026.01 | 66.46 | |
| ASLNoise Type=Mixed Noise, Noise Rate=40%2026.01 | 62.38 | |
| NAR (w ELR)Noise Type=Mixed Noise, Noise Rate=60%2026.01 | 61.78 | |
| NAR (w/o ELR)Noise Type=Mixed Noise, Noise Rate=60%2026.01 | 57.69 |