Inter-video annotation propagation on EchoNet 200 pairs
78.7Dice ScoreUniverSeg
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniverSegNumber of Shots=102026.03 | 78.7 | — | — | — | |
| UniverSegNumber of Shots=52026.03 | 76.3 | — | — | — | |
| Match4Annotate2026.03 | 76.3 | 6.1 | 18.4 | 46.7 | |
| UniverSegNumber of Shots=32026.03 | 73 | — | — | — | |
| UniverSegNumber of Shots=22026.03 | 68 | — | — | — | |
| MatcherBackbone/Variant=SemSAM2026.03 | 53.8 | — | — | — | |
| UniverSegNumber of Shots=12026.03 | 47.1 | — | — | — | |
| MatcherBackbone/Variant=SAM2026.03 | 43.2 | — | — | — | |
| DIFT2026.03 | — | 4 | 11.7 | 27.2 | |
| MATCHA2026.03 | — | 5.7 | 17.8 | 40.8 | |
| RoMaEvaluation Setting=indoor2026.03 | — | 5.2 | 15.8 | 39.2 | |
| RoMaEvaluation Setting=outdoor2026.03 | — | 5.5 | 17.1 | 41.1 |