Gene expression estimation on HEST 1k (test)
0.51IDCListSTRank
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ListSTRankLoss Category=List, Evaluation Protocol=update classifier head only2025.12 | 0.51 | 0.459 | 0.343 | 0.597 | 0.14 | 0.125 | 0.238 | 0.345 | |
| PairSTRankLoss Category=Pair, Evaluation Protocol=update classifier head only2025.12 | 0.494 | 0.458 | 0.346 | 0.613 | 0.136 | 0.127 | 0.228 | 0.343 | |
| PCCLoss Category=List, Evaluation Protocol=update classifier head only2025.12 | 0.472 | 0.459 | 0.307 | 0.64 | 0.105 | 0.102 | 0.198 | 0.326 | |
| MSELoss Category=Point, Evaluation Protocol=update classifier head only2025.12 | 0.393 | 0.484 | 0.307 | 0.556 | 0.14 | 0.093 | 0.168 | 0.306 | |
| RankLoss Category=Pair, Evaluation Protocol=update classifier head only2025.12 | 0.317 | 0.317 | 0.181 | 0.566 | 0.047 | 0.059 | 0.11 | 0.228 | |
| PoLoss Category=Point, Evaluation Protocol=update classifier head only2025.12 | 0.314 | 0.485 | 0.336 | 0.524 | 0.172 | 0.091 | 0.134 | 0.293 | |
| NBLoss Category=Point, Evaluation Protocol=update classifier head only2025.12 | 0.199 | 0.491 | 0.119 | 0.538 | 0.16 | 0.075 | 0.126 | 0.244 |