Text-to-Image Generation on TreeOfLife 500 species 1M
29.87FIDTaxaAdapter
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| TaxaAdapterText Encoder Configuration=BioCLIP2026.03 | 29.87 | 0.7345 | 61.98 | 82.96 | 26.69 | 21.76 | 0.33 | 0.81 | 0.28 | 0.92 | |
| TaxaAdapterText Encoder Configuration=TaxaBind2026.03 | 33.78 | 0.7476 | 52.22 | 75.24 | 27.49 | 20.9 | 0.27 | 0.77 | 0.25 | 0.91 | |
| SD 1.5Evaluation Protocol=Zero-shot (ZS)2026.03 | 46.89 | 0.7973 | 9.32 | 25.54 | 14.31 | 19.19 | 0.28 | 0.75 | 0.24 | 0.9 | |
| FLUX.1-devEvaluation Protocol=LoRA2026.03 | 59.13 | 0.7703 | 13.06 | 34.7 | 14.49 | 20.01 | 0.28 | 0.77 | 0.25 | 0.91 | |
| SD 3.5-LargeEvaluation Protocol=LoRA2026.03 | 64.21 | 0.7977 | 20.46 | 50.36 | 18.17 | 20.97 | 0.28 | 0.78 | 0.24 | 0.91 | |
| SD 3.5-LargeEvaluation Protocol=Zero-shot (ZS)2026.03 | 79.26 | 0.8179 | 11 | 29.32 | 14.25 | 19.43 | 0.28 | 0.74 | 0.24 | 0.9 | |
| FLUX.1-devEvaluation Protocol=Zero-shot (ZS)2026.03 | 90.09 | 0.8003 | 12.44 | 31.14 | 13.37 | 19 | 0.3 | 0.75 | 0.25 | 0.9 |