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lines changed Original file line number Diff line number Diff line change 1+ [ ![ PWC] ( https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/multi-label-cluster-discrimination-for-visual/referring-expression-segmentation-on-refcoco )] ( https://paperswithcode.com/sota/referring-expression-segmentation-on-refcoco?p=multi-label-cluster-discrimination-for-visual )
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15## RefCOCO Segmentation Evaluation:
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37| Dataset | Split | MLCD-seg-7B | EVF-SAM | GLaMM | VisionLLM v2| LISA |
48| :-- | :-: | :-: | :-: | :-: | :-: | :-: |
5- | RefCOCO | val | ** 83.2 ** | 82.4 | 79.5 | 79.2 | 74.9 |
6- | RefCOCO | testA | ** 84.6 ** | 84.2 | 83.2 | 82.3 | 79.1 |
7- | RefCOCO | testB | ** 81.4 ** | 80.2 | 76.9 | 77.0 | 72.3 |
8- | RefCOCO+ | val | ** 79.0 ** | 76.5 | 72.6 | 68.9 | 65.1 |
9- | RefCOCO+ | testA | ** 83.0 ** | 80.0 | 78.7 | 75.8 | 70.8 |
10- | RefCOCO+ | testB | ** 75.1 ** | 71.9 | 64.6 | 61.8 | 58.1 |
9+ | RefCOCO | val | ** 83.6 ** | 82.4 | 79.5 | 79.2 | 74.9 |
10+ | RefCOCO | testA | ** 85.3 ** | 84.2 | 83.2 | 82.3 | 79.1 |
11+ | RefCOCO | testB | ** 81.5 ** | 80.2 | 76.9 | 77.0 | 72.3 |
12+ | RefCOCO+ | val | ** 79.4 ** | 76.5 | 72.6 | 68.9 | 65.1 |
13+ | RefCOCO+ | testA | ** 82.9 ** | 80.0 | 78.7 | 75.8 | 70.8 |
14+ | RefCOCO+ | testB | ** 75.6 ** | 71.9 | 64.6 | 61.8 | 58.1 |
1115| RefCOCOg | val | ** 79.7** | 78.2 | 74.2 | 73.3 | 67.9 |
12- | RefCOCOg | test | ** 80.9 ** | 78.3 | 74.9 | 74.8 | 70.6 |
16+ | RefCOCOg | test | ** 80.5 ** | 78.3 | 74.9 | 74.8 | 70.6 |
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1519## Evaluation
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