Scene Retrieval on ScanScribe 14 (test)
76.7Top-1 AccuracyLangLoc
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LangLoc2026.07 | 76.7 | 90.4 | 96.1 | 98.9 | |
| Text2SGMSimilarity metric=ret-based2026.07 | 68.61 | 85 | 91.57 | 96.99 | |
| Text2SGMSimilarity metric=cos-sim2026.07 | 68.27 | 84.95 | 91.65 | 97.14 | |
| Text2SGMSimilarity metric=match-prob2026.07 | 63.7 | 81.4 | 89.31 | 95.71 | |
| CLIP2CLIP2026.07 | 33.09 | 52.53 | 65.98 | 82.69 | |
| Text2PosTraining strategy=from scratch2026.07 | 11.63 | 22.57 | 33.03 | 52.8 | |
| Text2PosTraining strategy=fine-tuning2026.07 | 10.3 | 20.74 | 31.65 | 53.42 |