Object Removal on Pico-Banana 400K unified (test)
7.98FIDAttentiveEraser
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AttentiveEraserInteraction=M, Extra Training=false, Resolution=1024x1024, Inference Time=21.00s, Memory=9.90G2026.05 | 7.98 | 0.557 | 15.74 | 39.18 | 41.18 | |
| ClickRemoval (SDXL1.0)Interaction=C, Extra Training=false, Resolution=1024x1024, Inference Time=19.86s, Memory=15.32G2026.05 | 8.05 | 0.556 | 15.56 | 41.89 | 39.21 | |
| ClickRemoval (SD1.5)Interaction=C, Extra Training=false, Resolution=512x512, Inference Time=4.75s, Memory=8.38G2026.05 | 9.35 | 0.899 | 17.27 | 30.48 | 28.85 | |
| PowerPaint-v2Interaction=M, Extra Training=true, Resolution=1024x1024, Inference Time=22.08s, Memory=5.54G2026.05 | 11.11 | 1.45 | 21.91 | 18.92 | 19.6 | |
| LaMaInteraction=M, Extra Training=true, Resolution=512x512, Inference Time=0.82s, Memory=1.11G2026.05 | 21.63 | 11.7 | 24.1 | 13.41 | 23.08 | |
| InpaintAnythingInteraction=C, Extra Training=true, Resolution=512x512, Inference Time=8.20s, Memory=6.86G2026.05 | 23.55 | 12.15 | 25.29 | 9.75 | 9.61 | |
| BrushNetInteraction=M+T, Extra Training=true, Resolution=1024x1024, Inference Time=21.46s, Memory=8.75G2026.05 | 25.34 | 6.64 | 42.8 | 0 | 0 | |
| PixelHackerInteraction=M, Extra Training=true, Resolution=512x512, Inference Time=1.77s, Memory=9.49G2026.05 | 26.01 | 13.71 | 28.4 | 20.73 | 23.08 | |
| SD1.5-InpInteraction=M+T, Extra Training=true, Resolution=512x512, Inference Time=2.97s, Memory=9.37G2026.05 | 27.17 | 12.7 | 31.65 | 10.98 | 3.85 | |
| SD1.5-InpInteraction=M, Extra Training=true, Resolution=512x512, Inference Time=2.97s, Memory=9.37G2026.05 | 27.63 | 13.53 | 32.23 | 14.64 | 11.53 |