# Pixel-wise classification on Dominant Leaf Type Area of interest A+ Source: [Pixel-wise classification on Dominant Leaf Type Area of interest A+]() Collection index: [llms.txt]() Data updated: 2026-04-10T00:50:18.384Z Evaluation of pixel-wise classification performance on the Dominant Leaf Type Area of interest A+ dataset, reporting metrics such as IoU, ACC, and F1. 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 | Pixel-wise classification | | Dataset (including any stated split) | Dominant Leaf Type Area of interest A+ | | Metric | IoU | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 26 of 26 | | 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](): Higher is better; unit: PERCENT. - [Accuracy](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | IoU | Result date | Report paper | | --- | --- | --- | --- | | LIANet-Base | 84 | Not recorded | 69d732937d0172140ec76b44 | | LIANet-Large | 84 | Not recorded | 69d732937d0172140ec76b44 | | LIANet-Large | 83 | Not recorded | 69d732937d0172140ec76b44 | | UNet | 83 | Not recorded | 69d732937d0172140ec76b44 | | UNet | 82 | Not recorded | 69d732937d0172140ec76b44 | | LIANet-Base | 82 | Not recorded | 69d732937d0172140ec76b44 | | TerraMind-base | 80 | Not recorded | 69d732937d0172140ec76b44 | | Prithvi v2-300 | 80 | Not recorded | 69d732937d0172140ec76b44 | | TerraMind-base (Full) | 79 | Not recorded | 69d732937d0172140ec76b44 | | Prithvi v2-300 (Full) | 79 | Not recorded | 69d732937d0172140ec76b44 | | Micro UNet | 79 | Not recorded | 69d732937d0172140ec76b44 | | TerraMind-base | 79 | Not recorded | 69d732937d0172140ec76b44 | | Micro UNet | 78 | Not recorded | 69d732937d0172140ec76b44 | | TerraMind-base (Frozen) | 78 | Not recorded | 69d732937d0172140ec76b44 | | DOFA-Large | 78 | Not recorded | 69d732937d0172140ec76b44 | | Prithvi v2-300 | 77 | Not recorded | 69d732937d0172140ec76b44 | | Prithvi v2-300 (Frozen) | 76 | Not recorded | 69d732937d0172140ec76b44 | | DOFA-Large (Full) | 76 | Not recorded | 69d732937d0172140ec76b44 | | TerraMind-base | 76 | Not recorded | 69d732937d0172140ec76b44 | | TerraMind-base (Embedding) | 75 | Not recorded | 69d732937d0172140ec76b44 | | DOFA-Large | 72 | Not recorded | 69d732937d0172140ec76b44 | | DOFA-Large (Frozen) | 71 | Not recorded | 69d732937d0172140ec76b44 | | Prithvi v2-300 | 71 | Not recorded | 69d732937d0172140ec76b44 | | Prithvi v2-300 (Embedding) | 70 | Not recorded | 69d732937d0172140ec76b44 | | DOFA-Large (Embedding) | 62 | Not recorded | 69d732937d0172140ec76b44 | | DOFA-Large | 62 | Not recorded | 69d732937d0172140ec76b44 | ### LIANet-Base IoU: 84. Result ID: 69d8492f47f34ce924c085ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# Tunable Params (M)":"0.5"}. This record does not assert independent reproduction. ### LIANet-Large IoU: 84. Result ID: 69d8492f47f34ce924c085af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# Tunable Params (M)":"0.5"}. This record does not assert independent reproduction. ### LIANet-Large IoU: 83. Result ID: 69d8492f47f34ce924c0853f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model variant":"Large","Tunable Params (M)":"0.5"}. This record does not assert independent reproduction. ### UNet IoU: 83. Result ID: 69d8492f47f34ce924c085a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# Tunable Params (M)":"17.3"}. This record does not assert independent reproduction. ### UNet IoU: 82. Result ID: 69d8492f47f34ce924c08533. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model variant":"Standard","Tunable Params (M)":"17.3"}. This record does not assert independent reproduction. ### LIANet-Base IoU: 82. Result ID: 69d8492f47f34ce924c0853e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model variant":"Base","Tunable Params (M)":"0.5"}. This record does not assert independent reproduction. ### TerraMind-base IoU: 80. Result ID: 69d8492f47f34ce924c085a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Full","# Tunable Params (M)":"102"}. This record does not assert independent reproduction. ### Prithvi v2-300 IoU: 80. Result ID: 69d8492f47f34ce924c085a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Full","# Tunable Params (M)":"324"}. This record does not assert independent reproduction. ### TerraMind-base (Full) IoU: 79. Result ID: 69d8492f47f34ce924c08535. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning Setting":"Full","Tunable Params (M)":"102"}. This record does not assert independent reproduction. ### Prithvi v2-300 (Full) IoU: 79. Result ID: 69d8492f47f34ce924c08538. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning Setting":"Full","Tunable Params (M)":"324"}. This record does not assert independent reproduction. ### Micro UNet IoU: 79. Result ID: 69d8492f47f34ce924c085a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"# Tunable Params (M)":"0.49"}. This record does not assert independent reproduction. ### TerraMind-base IoU: 79. Result ID: 69d8492f47f34ce924c085a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Frozen","# Tunable Params (M)":"15.5"}. This record does not assert independent reproduction. ### Micro UNet IoU: 78. Result ID: 69d8492f47f34ce924c08534. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model variant":"Micro","Tunable Params (M)":"0.49"}. This record does not assert independent reproduction. ### TerraMind-base (Frozen) IoU: 78. Result ID: 69d8492f47f34ce924c08536. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning Setting":"Frozen","Tunable Params (M)":"15.5"}. This record does not assert independent reproduction. ### DOFA-Large IoU: 78. Result ID: 69d8492f47f34ce924c085ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Full","# Tunable Params (M)":"357"}. This record does not assert independent reproduction. ### Prithvi v2-300 IoU: 77. Result ID: 69d8492f47f34ce924c085a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Frozen","# Tunable Params (M)":"20.3"}. This record does not assert independent reproduction. ### Prithvi v2-300 (Frozen) IoU: 76. Result ID: 69d8492f47f34ce924c08539. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning Setting":"Frozen","Tunable Params (M)":"20.3"}. This record does not assert independent reproduction. ### DOFA-Large (Full) IoU: 76. Result ID: 69d8492f47f34ce924c0853b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning Setting":"Full","Tunable Params (M)":"357"}. This record does not assert independent reproduction. ### TerraMind-base IoU: 76. Result ID: 69d8492f47f34ce924c085a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Embedding","# Tunable Params (M)":"0.39"}. This record does not assert independent reproduction. ### TerraMind-base (Embedding) IoU: 75. Result ID: 69d8492f47f34ce924c08537. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning Setting":"Embedding","Tunable Params (M)":"0.39"}. This record does not assert independent reproduction. ### DOFA-Large IoU: 72. Result ID: 69d8492f47f34ce924c085ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Frozen","# Tunable Params (M)":"20.3"}. This record does not assert independent reproduction. ### DOFA-Large (Frozen) IoU: 71. Result ID: 69d8492f47f34ce924c0853c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning Setting":"Frozen","Tunable Params (M)":"20.3"}. This record does not assert independent reproduction. ### Prithvi v2-300 IoU: 71. Result ID: 69d8492f47f34ce924c085aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Embedding","# Tunable Params (M)":"0.46"}. This record does not assert independent reproduction. ### Prithvi v2-300 (Embedding) IoU: 70. Result ID: 69d8492f47f34ce924c0853a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning Setting":"Embedding","Tunable Params (M)":"0.46"}. This record does not assert independent reproduction. ### DOFA-Large (Embedding) IoU: 62. Result ID: 69d8492f47f34ce924c0853d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning Setting":"Embedding","Tunable Params (M)":"0.46"}. This record does not assert independent reproduction. ### DOFA-Large IoU: 62. Result ID: 69d8492f47f34ce924c085ad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"Embedding","# Tunable Params (M)":"0.46"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.