Damaged Content Prediction on FPHDR 1.0 (test)
95.15Top-1 AccuracyAutoHDR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AutoHDRBackbone=Qwen2-7B, VLCP=true2025.07 | 95.15 | 97.75 | |
| AutoHDRBackbone=Qwen2-1.5B, VLCP=true2025.07 | 92.55 | 96.83 | |
| IthacaVLCP=true2025.07 | 86.73 | 91.15 | |
| GujiBERTVLCP=true2025.07 | 83.58 | 87.23 | |
| SikuBERTVLCP=true2025.07 | 83.57 | 87.28 | |
| AutoHDRBackbone=MegatronBERT-1.3B, VLCP=true2025.07 | 83.42 | 86.59 | |
| OCR-OnlyVLCP=true2025.07 | 82.13 | — | |
| AutoHDRBackbone=Qwen2-7B, VLCP=false2025.07 | 64.8 | — | |
| AutoHDRBackbone=Qwen2-1.5B, VLCP=false2025.07 | 50.49 | — | |
| AutoHDRBackbone=MegatronBERT-1.3B, VLCP=false2025.07 | 46.21 | — | |
| GujiBERTVLCP=false2025.07 | 45.57 | — | |
| SikuBERTVLCP=false2025.07 | 40.49 | — | |
| IthacaVLCP=false2025.07 | 39.78 | — |