Text Image Reconstruction on Mario-Eval
80.2AccuracyUniTok
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniTokResolution=High Resolution (512), Data=1.28B, AR-Free=false2026.06 | 80.2 | 82.18 | 79.83 | 14.04 | |
| LlamagenVQ + RDAResolution=High Resolution (512), Data=5M, AR-Free=true2026.06 | 57.36 | 25.16 | 81.5 | 7.87 | |
| UniTokResolution=Low Resolution (256), Data=1.28B, AR-Free=false2026.06 | 55.71 | 61.3 | 82.6 | 14.11 | |
| ChameleonVQ + RDAResolution=High Resolution (512), Data=5M, AR-Free=true2026.06 | 50.42 | 55.42 | 79.09 | 8.46 | |
| LlamagenVQResolution=High Resolution (512), Data=50M, AR-Free=false2026.06 | 47.52 | 55.3 | 79.67 | 7.87 | |
| ChameleonVQResolution=High Resolution (512), Data=-, AR-Free=false2026.06 | 42.33 | 48.05 | 78.03 | 8.67 | |
| TA-TokResolution=High Resolution (512), Data=200M, AR-Free=false2026.06 | 32.48 | 37.55 | 52.91 | 29.24 | |
| LlamagenVQ + RDAResolution=Low Resolution (256), Data=5M, AR-Free=true2026.06 | 27.59 | 34.86 | 69.79 | 19 | |
| ChameleonVQ + RDAResolution=Low Resolution (256), Data=5M, AR-Free=true2026.06 | 19.58 | 25.68 | 67.32 | 21.09 | |
| LlamagenVQResolution=Low Resolution (256), Data=50M, AR-Free=false2026.06 | 15.26 | 21.31 | 69.82 | 18.82 | |
| ChameleonVQResolution=Low Resolution (256), Data=-, AR-Free=false2026.06 | 11.05 | 14.92 | 65.51 | 21.94 |