Exemplar Free Counting On Fsc147
評価指標
MAE(test)
MAE(val)
RMSE(test)
RMSE(val)
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
比較表
| モデル名 | MAE(test) | MAE(val) | RMSE(test) | RMSE(val) |
|---|---|---|---|---|
| learning-to-count-everything | 32.27 | 32.15 | 131.46 | 98.75 |
| learning-to-count-anything-reference-less | 17.12 | 17.49 | 104.53 | 58.81 |
| a-low-shot-object-counting-network-with | 16.2 | 17.43 | 103.96 | 54.96 |
| exemplar-free-class-incremental-learning-via | 26.66 | 29.24 | 129.11 | 98.11 |
| save-self-attention-on-visual-embedding-for | 8.92 | 8.89 | 80.39 | 35.83 |
| gca-sun-a-gated-context-aware-swin-unet-for | 14.00 | 16.06 | 92.19 | 53.04 |
| countr-transformer-based-generalised-visual | 14.71 | 18.07 | 106.87 | 71.84 |
| dave-a-detect-and-verify-paradigm-for-low | 15.14 | 15.54 | 103.49 | 52.67 |
| a-novel-unified-architecture-for-low-shot | 13.30 | 14.81 | 108.72 | 64.95 |