Text-to-Image Retrieval on Wikipedia random partition (test)
47.1MAP (0.2 Noise)RONO
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RONOBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 47.1 | 45.8 | 41.8 | 38.2 | 44.9 | |
| NIRNLBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 46.6 | 46.5 | 46.1 | 39.4 | 46.6 | |
| RSHNLBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 45.4 | 41.6 | 36.4 | 26.8 | 38.7 | |
| GNN4CMRBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 44.1 | 39.8 | 30.6 | 20.4 | 34.7 | |
| DHRLBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 42.8 | 42.2 | 33.3 | 24.5 | 36.7 | |
| NRCHBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 42.3 | 37.7 | 32 | 31.2 | 36.4 | |
| DRCLBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 41.6 | 32.3 | 20.4 | 14.7 | 29.1 | |
| ALGCNBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 40.1 | 28.8 | 17.2 | 14.1 | 25.6 | |
| UCCHBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 37.4 | 37.4 | 37.4 | 37.4 | 38 | |
| DGCPNBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 26.9 | 26.9 | 26.9 | 26.9 | 29.2 | |
| CIRHBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 22.5 | 22.5 | 22.5 | 22.5 | 23.1 |