# Organ-level semantic segmentation on Rice Source: [Organ-level semantic segmentation on Rice]() Collection index: [llms.txt]() Data updated: 2026-03-31T09:50:52.793Z Evaluation of organ-level semantic segmentation performance on the Rice dataset, reporting metrics like Green Veg IoU, Senescent Veg IoU, and Panicle 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 | Organ-level semantic segmentation | | Dataset (including any stated split) | Rice | | Metric | Green Veg IoU | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [Green Veg IoU](): Higher is better; unit: PERCENT. - [Senescent Veg IoU](): Higher is better; unit: PERCENT. - [Panicle IoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | Green Veg IoU | Result date | Report paper | | --- | --- | --- | --- | | SPROUT | 87.11 | Not recorded | 69cb555d0636e5bf4afca224 | | SPROUT | 86.82 | Not recorded | 69cb555d0636e5bf4afca224 | | SPROUT | 86.8 | Not recorded | 69cb555d0636e5bf4afca224 | | CLIP | 82.01 | Not recorded | 69cb555d0636e5bf4afca224 | | DINOv2 | 81.19 | Not recorded | 69cb555d0636e5bf4afca224 | | DINOv2 | 80.74 | Not recorded | 69cb555d0636e5bf4afca224 | | DINOv2 | 80.71 | Not recorded | 69cb555d0636e5bf4afca224 | | DINOv3 | 79.96 | Not recorded | 69cb555d0636e5bf4afca224 | | SigLIP | 79.48 | Not recorded | 69cb555d0636e5bf4afca224 | | CLIP | 79.4 | Not recorded | 69cb555d0636e5bf4afca224 | | MSN | 79.39 | Not recorded | 69cb555d0636e5bf4afca224 | | DINOv3 | 79.38 | Not recorded | 69cb555d0636e5bf4afca224 | | MSN | 79.25 | Not recorded | 69cb555d0636e5bf4afca224 | | SigLIP | 78.99 | Not recorded | 69cb555d0636e5bf4afca224 | | DINOv3 | 78.88 | Not recorded | 69cb555d0636e5bf4afca224 | | MSN | 78.78 | Not recorded | 69cb555d0636e5bf4afca224 | | MAE | 44.86 | Not recorded | 69cb555d0636e5bf4afca224 | | MAE | 44.82 | Not recorded | 69cb555d0636e5bf4afca224 | ### SPROUT Green Veg IoU: 87.11. Result ID: 69cb97e747f34ce924b44b41. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"MCD-2.6M","Model Architecture":"UDiT-L"}. This record does not assert independent reproduction. ### SPROUT Green Veg IoU: 86.82. Result ID: 69cb97e747f34ce924b44b40. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"MCD-2.6M","Model Architecture":"UDiT-B"}. This record does not assert independent reproduction. ### SPROUT Green Veg IoU: 86.8. Result ID: 69cb97e747f34ce924b44b3f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"MCD-2.6M","Model Architecture":"UDiT-S"}. This record does not assert independent reproduction. ### CLIP Green Veg IoU: 82.01. Result ID: 69cb97e747f34ce924b44b3c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training Dataset":"WIT-4M","Model Architecture":"ViT-L-14"}. This record does not assert independent reproduction. ### DINOv2 Green Veg IoU: 81.19. Result ID: 69cb97e747f34ce924b44b32. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training Dataset":"LVD-142M","Model Architecture":"ViT-L-16"}. This record does not assert independent reproduction. ### DINOv2 Green Veg IoU: 80.74. Result ID: 69cb97e747f34ce924b44b31. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training Dataset":"LVD-142M","Model Architecture":"ViT-B-16"}. This record does not assert independent reproduction. ### DINOv2 Green Veg IoU: 80.71. Result ID: 69cb97e747f34ce924b44b30. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training Dataset":"LVD-142M","Model Architecture":"ViT-S-16"}. This record does not assert independent reproduction. ### DINOv3 Green Veg IoU: 79.96. Result ID: 69cb97e747f34ce924b44b35. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"LVD-1689M","Model Architecture":"ViT-L-16"}. This record does not assert independent reproduction. ### SigLIP Green Veg IoU: 79.48. Result ID: 69cb97e747f34ce924b44b3e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"WebLI-10B","Model Architecture":"ViT-L-16"}. This record does not assert independent reproduction. ### CLIP Green Veg IoU: 79.4. Result ID: 69cb97e747f34ce924b44b3b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training Dataset":"WIT-4M","Model Architecture":"ViT-B-16"}. This record does not assert independent reproduction. ### MSN Green Veg IoU: 79.39. Result ID: 69cb97e747f34ce924b44b38. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training Dataset":"ImageNet-1K","Model Architecture":"ViT-S-16"}. This record does not assert independent reproduction. ### DINOv3 Green Veg IoU: 79.38. Result ID: 69cb97e747f34ce924b44b34. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"LVD-1689M","Model Architecture":"ViT-B-16"}. This record does not assert independent reproduction. ### MSN Green Veg IoU: 79.25. Result ID: 69cb97e747f34ce924b44b39. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training Dataset":"ImageNet-1K","Model Architecture":"ViT-B-16"}. This record does not assert independent reproduction. ### SigLIP Green Veg IoU: 78.99. Result ID: 69cb97e747f34ce924b44b3d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"WebLI-10B","Model Architecture":"ViT-B-16"}. This record does not assert independent reproduction. ### DINOv3 Green Veg IoU: 78.88. Result ID: 69cb97e747f34ce924b44b33. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"LVD-1689M","Model Architecture":"ViT-S-16"}. This record does not assert independent reproduction. ### MSN Green Veg IoU: 78.78. Result ID: 69cb97e747f34ce924b44b3a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training Dataset":"ImageNet-1K","Model Architecture":"ViT-L-16"}. This record does not assert independent reproduction. ### MAE Green Veg IoU: 44.86. Result ID: 69cb97e747f34ce924b44b36. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"ImageNet-1K","Model Architecture":"ViT-B-16"}. This record does not assert independent reproduction. ### MAE Green Veg IoU: 44.82. Result ID: 69cb97e747f34ce924b44b37. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pre-training Dataset":"ImageNet-1K","Model Architecture":"ViT-L-16"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.