Multi-label classification on UCMerced
92.52mAP (macro)NAR (w ELR)
Evaluation results
| Method | Links | |
|---|---|---|
| NAR (w ELR)Uniform Noise rate=10%2026.01 | 92.52 | |
| NAR (w/o ELR)Uniform Noise rate=10%2026.01 | 91.7 | |
| ELRUniform Noise rate=10%2026.01 | 91.34 | |
| NAR (w ELR)Uniform Noise rate=20%2026.01 | 91.15 | |
| BCEUniform Noise rate=10%2026.01 | 90.82 | |
| NAR (w ELR)Uniform Noise rate=30%2026.01 | 90.41 | |
| BMUniform Noise rate=10%2026.01 | 90.28 | |
| NAR (w/o ELR)Uniform Noise rate=20%2026.01 | 90.12 | |
| SATUniform Noise rate=10%2026.01 | 90 | |
| ELRUniform Noise rate=20%2026.01 | 89.73 | |
| BCEUniform Noise rate=20%2026.01 | 88.61 | |
| ASLUniform Noise rate=10%2026.01 | 88.51 | |
| NAR (w/o ELR)Uniform Noise rate=30%2026.01 | 88.46 | |
| SATUniform Noise rate=20%2026.01 | 88.45 | |
| NAR (w ELR)Uniform Noise rate=40%2026.01 | 88.3 | |
| BMUniform Noise rate=20%2026.01 | 87.91 | |
| NAR (w/o ELR)Uniform Noise rate=40%2026.01 | 87.42 | |
| ELRUniform Noise rate=30%2026.01 | 87.37 | |
| SATUniform Noise rate=30%2026.01 | 86.81 | |
| BCEUniform Noise rate=30%2026.01 | 86.07 | |
| BMUniform Noise rate=30%2026.01 | 85.91 | |
| SATUniform Noise rate=40%2026.01 | 85.6 | |
| ELRUniform Noise rate=40%2026.01 | 85.25 | |
| ASLUniform Noise rate=20%2026.01 | 84.97 | |
| BMUniform Noise rate=40%2026.01 | 83.91 | |
| NAR (w ELR)Uniform Noise rate=60%2026.01 | 83.36 | |
| NAR (w/o ELR)Uniform Noise rate=60%2026.01 | 83.19 | |
| BCEUniform Noise rate=40%2026.01 | 83.12 | |
| ASLUniform Noise rate=30%2026.01 | 81.87 | |
| SATUniform Noise rate=60%2026.01 | 81.48 | |
| ELRUniform Noise rate=60%2026.01 | 80.4 | |
| BMUniform Noise rate=60%2026.01 | 78.35 | |
| ASLUniform Noise rate=40%2026.01 | 78.08 | |
| BCEUniform Noise rate=60%2026.01 | 76.7 | |
| ASLUniform Noise rate=60%2026.01 | 71.76 |