Simplify model overview and table labels

Shorten the introduction, remove the Result column, and list PEMOLA after the backbone model name.

README.md

@@ -8,17 +8,17 @@ tags:
 
 # PEMOLA (ICME 2026)
 
-All seven model checkpoints for **PEMOLA (ICME 2026)** are stored in the repository root. Browse the [checkpoint files](https://huggingface.co/weiwb/PEMOLA/tree/main), or use the downloads below. Results are reported in the paper.
-
-| Model | Dataset | Result | Weights |
-| :--- | :--- | :---: | :---: |
-| Mask2Former R50 | COCO-OLAC | PQ 40.7 | [weights](https://huggingface.co/weiwb/PEMOLA/resolve/main/mask2former_coco_olac.pth) |
-| PEMOLA + Mask2Former R50 | COCO-OLAC | PQ 41.5 | [weights](https://huggingface.co/weiwb/PEMOLA/resolve/main/mask2former_pemola_coco_olac.pth) |
-| Mask2Former R50 | Cityscapes-OLAC | PQ 61.5 | [weights](https://huggingface.co/weiwb/PEMOLA/resolve/main/mask2former_cityscapes_olac.pth) |
-| PEMOLA + Mask2Former R50 | Cityscapes-OLAC | PQ 62.3 | [weights](https://huggingface.co/weiwb/PEMOLA/resolve/main/mask2former_pemola_cityscapes_olac.pth) |
-| Mask DINO R50 | COCO-OLAC | PQ 44.0 | [weights](https://huggingface.co/weiwb/PEMOLA/resolve/main/maskdino_coco_olac.pth) |
-| PEMOLA + Mask DINO R50 | COCO-OLAC | PQ 44.8 | [weights](https://huggingface.co/weiwb/PEMOLA/resolve/main/maskdino_pemola_coco_olac.pth) |
-| Occlusion classifier: Swin-L 384 | COCO-OLAC test, black background | Top-1 75.3% | [weights](https://huggingface.co/weiwb/PEMOLA/resolve/main/occl_classifier_swin_large_window12_384_coco_olac.pth) |
+All model checkpoints for **PEMOLA (ICME 2026)**.
+
+| Model | Dataset | Weights |
+| :--- | :--- | :---: |
+| Mask2Former R50 | COCO-OLAC | [weights](https://huggingface.co/weiwb/PEMOLA/resolve/main/mask2former_coco_olac.pth) |
+| Mask2Former R50 + PEMOLA | COCO-OLAC | [weights](https://huggingface.co/weiwb/PEMOLA/resolve/main/mask2former_pemola_coco_olac.pth) |
+| Mask2Former R50 | Cityscapes-OLAC | [weights](https://huggingface.co/weiwb/PEMOLA/resolve/main/mask2former_cityscapes_olac.pth) |
+| Mask2Former R50 + PEMOLA | Cityscapes-OLAC | [weights](https://huggingface.co/weiwb/PEMOLA/resolve/main/mask2former_pemola_cityscapes_olac.pth) |
+| Mask DINO R50 | COCO-OLAC | [weights](https://huggingface.co/weiwb/PEMOLA/resolve/main/maskdino_coco_olac.pth) |
+| Mask DINO R50 + PEMOLA | COCO-OLAC | [weights](https://huggingface.co/weiwb/PEMOLA/resolve/main/maskdino_pemola_coco_olac.pth) |
+| Occlusion classifier: Swin-L 384 | COCO-OLAC test, black background | [weights](https://huggingface.co/weiwb/PEMOLA/resolve/main/occl_classifier_swin_large_window12_384_coco_olac.pth) |
 
 ## Download