Text image reconstruction on AnyText-Benchmark
74.6AccuracyUniTok
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniTokResolution=High Resolution (512), Data=1.28B, AR-Free=false2026.06 | 74.6 | 74.5 | 91.16 | 3.12 | |
| LlamagenVQ + RDAResolution=High Resolution (512), Data=5M, AR-Free=true2026.06 | 66.48 | 70.95 | 84.55 | 6.28 | |
| UniTokResolution=Low Resolution (256), Data=1.28B, AR-Free=false2026.06 | 62.61 | 24.49 | 79.83 | 14.04 | |
| ChameleonVQ + RDAResolution=High Resolution (512), Data=5M, AR-Free=true2026.06 | 61.28 | 66.26 | 82.75 | 6.77 | |
| LlamagenVQResolution=High Resolution (512), Data=50M, AR-Free=false2026.06 | 58.04 | 64.55 | 83.11 | 6.52 | |
| ChameleonVQResolution=High Resolution (512), Data=-, AR-Free=false2026.06 | 53.91 | 59.17 | 81.9 | 7.04 | |
| TA-TokResolution=High Resolution (512), Data=200M, AR-Free=false2026.06 | 40.58 | 45.94 | 57.58 | 25.21 | |
| LlamagenVQ + RDAResolution=Low Resolution (256), Data=5M, AR-Free=true2026.06 | 36.79 | 44.2 | 74.11 | 18.32 | |
| ChameleonVQ + RDAResolution=Low Resolution (256), Data=5M, AR-Free=true2026.06 | 27.51 | 34.03 | 71.89 | 20.09 | |
| LlamagenVQResolution=Low Resolution (256), Data=50M, AR-Free=false2026.06 | 21.26 | 28.34 | 71.66 | 19.12 | |
| ChameleonVQResolution=Low Resolution (256), Data=-, AR-Free=false2026.06 | 15.97 | 20.52 | 69.85 | 20.98 |