Text-to-Image Generation on Paintings category
24.712CLIP Score (Text)TextTIGER
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TextTIGERBase Model=Dreamlike, Summarizer=Llama3.32025.04 | 24.712 | 66.972 | 43.615 | 24.281 | |
| TextTIGERBase Model=Dreamlike, Summarizer=Qwen2.52025.04 | 24.61 | 66.476 | 42.476 | 24.326 | |
| TextTIGERBase Model=SD3.5, Summarizer=Llama3.32025.04 | 24.599 | 65.769 | 40.362 | 24.452 | |
| TextTIGERBase Model=Dreamlike, Summarizer=GPT-4o2025.04 | 24.488 | 65.772 | 41.01 | 24.367 | |
| TextTIGERBase Model=Dreamlike, Summarizer=GPT-52025.04 | 24.439 | 65.737 | 40.732 | 24.361 | |
| TextTIGERBase Model=SD3.5, Summarizer=Qwen2.52025.04 | 24.438 | 65.555 | 38.307 | 24.508 | |
| TextTIGERBase Model=Dreamlike, Summarizer=Qwen32025.04 | 24.414 | 67.425 | 44.316 | 24.34 | |
| TextTIGERBase Model=SD3.5, Summarizer=Qwen32025.04 | 24.258 | 66.252 | 39.366 | 24.484 | |
| TextTIGERBase Model=Qwen-Img, Summarizer=Qwen32025.04 | 24.205 | 68.857 | 46.228 | 24.582 | |
| TextTIGERBase Model=SD3.5, Summarizer=GPT-52025.04 | 24.135 | 64.471 | 35.845 | 24.485 | |
| TextTIGERBase Model=SD3.5, Summarizer=GPT-4o2025.04 | 24.128 | 64.524 | 35.848 | 24.505 | |
| TextTIGERBase Model=PixArt, Summarizer=Llama3.32025.04 | 23.93 | 65.896 | 43.624 | 24.767 | |
| TextTIGERBase Model=PixArt, Summarizer=Qwen2.52025.04 | 23.874 | 66.062 | 42.786 | 24.831 | |
| DreamlikeAugmentation Strategy=Cap-Only2025.04 | 23.83 | 55.861 | 30.673 | 20.198 | |
| TextTIGERBase Model=PixArt, Summarizer=Qwen32025.04 | 23.81 | 66.714 | 44.037 | 24.733 | |
| TextTIGERBase Model=PixArt, Summarizer=GPT-52025.04 | 23.696 | 65.455 | 41.298 | 24.811 | |
| TextTIGERBase Model=PixArt, Summarizer=GPT-4o2025.04 | 23.659 | 65.383 | 41.333 | 24.812 | |
| TextTIGERBase Model=Qwen-Img, Summarizer=Llama3.32025.04 | 23.637 | 66.91 | 45.632 | 24.001 | |
| TextTIGERBase Model=Qwen-Img, Summarizer=Qwen2.52025.04 | 23.588 | 67.618 | 46.167 | 23.951 | |
| SD3.5Augmentation Strategy=Cap-Only2025.04 | 23.567 | 56.427 | 30.465 | 20.362 | |
| TextTIGERBase Model=FLUX, Summarizer=Qwen2.52025.04 | 23.563 | 62.955 | 33.459 | 24.913 | |
| TextTIGERBase Model=FLUX, Summarizer=Llama3.32025.04 | 23.547 | 62.841 | 34.046 | 24.89 | |
| TextTIGERBase Model=Qwen-Img, Summarizer=GPT-4o2025.04 | 23.321 | 67.12 | 45.072 | 23.893 | |
| TextTIGERBase Model=Qwen-Img, Summarizer=GPT-52025.04 | 23.312 | 67.151 | 45.345 | 23.898 | |
| TextTIGERBase Model=FLUX, Summarizer=Qwen32025.04 | 23.293 | 63.909 | 33.839 | 24.85 | |
| TextTIGERBase Model=FLUX, Summarizer=GPT-4o2025.04 | 23.205 | 62.008 | 31.523 | 24.921 | |
| TextTIGERBase Model=FLUX, Summarizer=GPT-52025.04 | 23.204 | 61.95 | 31.335 | 24.919 | |
| TextTIGER w/o LenBase Model=SD3.5, Summarizer=GPT-52025.04 | 22.304 | 57.424 | 38.324 | 19.164 | |
| TextTIGER w/o LenBase Model=SD3.5, Summarizer=Llama3.32025.04 | 22.03 | 57.68 | 39.074 | 19.033 | |
| TextTIGER w/o LenBase Model=SD3.5, Summarizer=GPT-4o2025.04 | 21.981 | 58.191 | 37.479 | 19.119 | |
| TextTIGER w/o LenBase Model=Qwen-Img, Summarizer=Qwen2.52025.04 | 21.973 | 56.092 | 39.409 | 19.249 | |
| TextTIGER w/o LenBase Model=Dreamlike, Summarizer=Qwen32025.04 | 21.959 | 56.194 | 32.047 | 18.953 | |
| TextTIGER w/o LenBase Model=SD3.5, Summarizer=Qwen32025.04 | 21.946 | 58.186 | 38.88 | 19.199 | |
| TextTIGER w/o LenBase Model=Qwen-Img, Summarizer=GPT-52025.04 | 21.892 | 56.049 | 39.335 | 19.091 | |
| TextTIGER w/o LenBase Model=Dreamlike, Summarizer=Qwen2.52025.04 | 21.832 | 56.654 | 34.949 | 19.035 | |
| TextTIGER w/o LenBase Model=Qwen-Img, Summarizer=Qwen32025.04 | 21.649 | 56.156 | 39.765 | 19.401 | |
| TextTIGER w/o LenBase Model=SD3.5, Summarizer=Qwen2.52025.04 | 21.637 | 57.514 | 39.296 | 19.207 | |
| TextTIGER w/o LenBase Model=FLUX, Summarizer=Qwen32025.04 | 21.602 | 56.769 | 36.908 | 19.512 | |
| FLUXAugmentation Strategy=Cap-Only2025.04 | 21.6 | 53.715 | 24.118 | 20.863 | |
| TextTIGER w/o LenBase Model=Dreamlike, Summarizer=GPT-52025.04 | 21.572 | 55.933 | 32.965 | 19.038 | |
| TextTIGER w/o LenBase Model=Dreamlike, Summarizer=Llama3.32025.04 | 21.53 | 56.309 | 36.7 | 19.027 | |
| TextTIGER w/o LenBase Model=FLUX, Summarizer=Llama3.32025.04 | 21.524 | 56.914 | 36.275 | 19.595 | |
| PixArtAugmentation Strategy=Cap-Only2025.04 | 21.459 | 56.312 | 30.622 | 20.678 | |
| TextTIGER w/o LenBase Model=PixArt, Summarizer=Qwen32025.04 | 21.379 | 57.231 | 35.487 | 19.351 | |
| Qwen-ImgAugmentation Strategy=Cap-Only2025.04 | 21.377 | 56.199 | 33.026 | 20.278 | |
| TextTIGER w/o LenBase Model=Dreamlike, Summarizer=GPT-4o2025.04 | 21.337 | 55.951 | 34.04 | 19.029 | |
| TextTIGER w/o LenBase Model=Qwen-Img, Summarizer=GPT-4o2025.04 | 21.316 | 55.215 | 38.342 | 18.74 | |
| TextTIGER w/o LenBase Model=FLUX, Summarizer=Qwen2.52025.04 | 21.283 | 56.937 | 38.218 | 19.656 | |
| TextTIGER w/o LenBase Model=Qwen-Img, Summarizer=Llama3.32025.04 | 21.283 | 56.729 | 40.556 | 19.381 | |
| TextTIGER w/o LenBase Model=PixArt, Summarizer=Qwen2.52025.04 | 21.205 | 56.298 | 34.764 | 19.326 | |
| TextTIGER w/o LenBase Model=PixArt, Summarizer=Llama3.32025.04 | 21.107 | 56.576 | 37.385 | 19.375 | |
| TextTIGER w/o LenBase Model=FLUX, Summarizer=GPT-52025.04 | 21.081 | 57.004 | 36.412 | 19.556 | |
| TextTIGER w/o LenBase Model=FLUX, Summarizer=GPT-4o2025.04 | 20.997 | 56.424 | 36.39 | 19.55 | |
| SD3.5 (RAG)Augmentation Strategy=Aug-Only2025.04 | 20.875 | 57.525 | 32.52 | 18.863 | |
| TextTIGER w/o LenBase Model=PixArt, Summarizer=GPT-52025.04 | 20.757 | 55.571 | 35.312 | 19.249 | |
| TextTIGER w/o LenBase Model=PixArt, Summarizer=GPT-4o2025.04 | 20.753 | 56.11 | 34.54 | 19.283 | |
| PixArt (RAG)Augmentation Strategy=Aug-Only2025.04 | 20.557 | 59.752 | 39.98 | 19.278 | |
| SD3.5 (RAG)Augmentation Strategy=BM252025.04 | 20.452 | 57.789 | 32.224 | 19.647 | |
| FLUX (RAG)Augmentation Strategy=Aug-Only2025.04 | 20.139 | 57.519 | 32.084 | 19.541 | |
| PixArt (RAG)Augmentation Strategy=BM252025.04 | 19.931 | 58.446 | 37.742 | 19.906 | |
| FLUX (RAG)Augmentation Strategy=BM252025.04 | 19.907 | 57.144 | 30.6 | 20.167 | |
| Dreamlike (RAG)Augmentation Strategy=Aug-Only2025.04 | 19.833 | 58.167 | 27.454 | 18.542 | |
| Dreamlike (RAG)Augmentation Strategy=BM252025.04 | 19.708 | 57.851 | 26.636 | 19.331 | |
| Qwen-Img (RAG)Augmentation Strategy=BM252025.04 | 18.432 | 51.657 | 26.042 | 18.967 | |
| Qwen-Img (RAG)Augmentation Strategy=Aug-Only2025.04 | 18.266 | 49.763 | 24.967 | 18.105 |