Upload metrics/GAN_FINETUNE_METRICS.md with huggingface_hub
Browse files
metrics/GAN_FINETUNE_METRICS.md
CHANGED
|
@@ -125,12 +125,12 @@ starved by DPG/training sharing the same nodes; awaiting a dedicated card).
|
|
| 125 |
| baseline | 25k | 0.7062 | 75.464 | 0.6320 | 29.162 |
|
| 126 |
| gan_patchgan | 25k | 0.7017 | 75.422 | 0.6270 | 29.288 |
|
| 127 |
| gan_dinov2_text | 25k | 0.7666 | 76.489 | 0.7100 | **25.526** |
|
| 128 |
-
| gan_dinov2 | 25k | 0.7803 | 76.373 | 0.7149 |
|
| 129 |
| gan_dinov2_50 | 25k | 0.7750 | **76.640** | 0.7217 | 27.319 |
|
| 130 |
| **gan_dinov2_t035** | 25k | **0.7827** | 76.577 | **0.7263** | 27.661 |
|
| 131 |
|
| 132 |
(All generated with the 25-step teacher `gen_coco_teacher.py`, scored with pyiqa (NR-IQA) + clean-fid
|
| 133 |
-
(pFID) over the same 10k COCO prompts.
|
| 134 |
|
| 135 |
**Takeaways**
|
| 136 |
- **DINOv2-disc GANs dominate perceptual quality**; **`gan_dinov2_t035` now leads NR-IQA** (best TOPIQ 0.7827
|
|
|
|
| 125 |
| baseline | 25k | 0.7062 | 75.464 | 0.6320 | 29.162 |
|
| 126 |
| gan_patchgan | 25k | 0.7017 | 75.422 | 0.6270 | 29.288 |
|
| 127 |
| gan_dinov2_text | 25k | 0.7666 | 76.489 | 0.7100 | **25.526** |
|
| 128 |
+
| gan_dinov2 | 25k | 0.7803 | 76.373 | 0.7149 | 27.845 |
|
| 129 |
| gan_dinov2_50 | 25k | 0.7750 | **76.640** | 0.7217 | 27.319 |
|
| 130 |
| **gan_dinov2_t035** | 25k | **0.7827** | 76.577 | **0.7263** | 27.661 |
|
| 131 |
|
| 132 |
(All generated with the 25-step teacher `gen_coco_teacher.py`, scored with pyiqa (NR-IQA) + clean-fid
|
| 133 |
+
(pFID) over the same 10k COCO prompts. All seven models now have full NR-IQA + pFID.)
|
| 134 |
|
| 135 |
**Takeaways**
|
| 136 |
- **DINOv2-disc GANs dominate perceptual quality**; **`gan_dinov2_t035` now leads NR-IQA** (best TOPIQ 0.7827
|