# Semantic Segmentation on Fantastic Beasts transferred from PASCAL-5^2 (5^0, 5^1, 5^2, 5^3) Source: [Semantic Segmentation on Fantastic Beasts transferred from PASCAL-5^2 (5^0, 5^1, 5^2, 5^3)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:47:27.829Z Evaluation of Semantic Segmentation performance on the 'Fantastic Beasts' dataset, which was transferred from PASCAL-5^2, reporting metrics across the four specific few-shot evaluation folds (5^0 through 5^3) and the overall mean IoU. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Semantic Segmentation | | Dataset (including any stated split) | Fantastic Beasts transferred from PASCAL-5² (5^0, 5^1, 5^2, 5^3) | | Metric | IoU (5^0 Fold) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [IoU (5^0 Fold)](): Higher is better; unit: PERCENT. - [IoU (5^1 Fold)](): Higher is better; unit: PERCENT. - [IoU (5^2 Fold)](): Higher is better; unit: PERCENT. - [IoU (5^3 Fold)](): Higher is better; unit: PERCENT. - [mIoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | IoU (5^0 Fold) | Result date | Report paper | | --- | --- | --- | --- | | AttrSeg | 5410 | Not recorded | 68fa71b31e209131cea529b2 | | AttrSeg | 5070 | Not recorded | 68fa71b31e209131cea529b2 | | LSeg | 4690 | Not recorded | 68fa71b31e209131cea529b2 | | LSeg | 4640 | Not recorded | 68fa71b31e209131cea529b2 | | LSeg | 4480 | Not recorded | 68fa71b31e209131cea529b2 | ### AttrSeg IoU (5^0 Fold): 5410. Result ID: 6991dc223a6c3148490b0c13. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Settings":"attr (hrchy)","Backbone":"ViT-L"}. This record does not assert independent reproduction. ### AttrSeg IoU (5^0 Fold): 5070. Result ID: 6991dc223a6c3148490b0c12. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Settings":"attr (hrchy)","Backbone":"RN101"}. This record does not assert independent reproduction. ### LSeg IoU (5^0 Fold): 4690. Result ID: 6991dc223a6c3148490b0c11. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Settings":"attr (post-)","Backbone":"RN101"}. This record does not assert independent reproduction. ### LSeg IoU (5^0 Fold): 4640. Result ID: 6991dc223a6c3148490b0c10. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Settings":"attr (pre-)","Backbone":"RN101"}. This record does not assert independent reproduction. ### LSeg IoU (5^0 Fold): 4480. Result ID: 6991dc223a6c3148490b0c0f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Settings":"attr (direct)","Backbone":"RN101"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.