Image-to-Text Retrieval on Wikipedia random partition (test)
51.6MAP (0.2 noise)NIRNL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NIRNLBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 51.6 | 51.7 | 49.2 | 41.7 | 46.6 | |
| RONOBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 50.5 | 48.8 | 45.3 | 41.6 | 44.9 | |
| RSHNLBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 49.1 | 44.3 | 38.3 | 27.8 | 38.7 | |
| GNN4CMRBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 47.6 | 42 | 32.3 | 20.9 | 34.7 | |
| DRCLBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 47.5 | 36.5 | 23.4 | 16.1 | 29.1 | |
| DHRLBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 46.2 | 45 | 35.5 | 24 | 36.7 | |
| NRCHBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 43.6 | 39.5 | 33.6 | 31.6 | 36.4 | |
| ALGCNBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 41.9 | 30.9 | 18.4 | 13.4 | 25.6 | |
| UCCHBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 38.6 | 38.6 | 38.6 | 38.6 | 38 | |
| DGCPNBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 31.5 | 31.5 | 31.5 | 31.5 | 29.2 | |
| CIRHBackbone=Frozen, Noise type=Symmetric label noise2025.12 | 23.6 | 23.6 | 23.6 | 23.6 | 23.1 |