# Satellite Image Classification on EuroSAT Base classes Source: [Satellite Image Classification on EuroSAT Base classes]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:31:59.655Z Evaluation of Satellite Image Classification performance on the EuroSAT Base classes subset, reporting Accuracy. 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 | Satellite Image Classification | | Dataset (including any stated split) | EuroSAT Base classes | | Metric | Accuracy | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [Accuracy](): Higher is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | ProVP | 0.9712 | Not recorded | 69326746d6b0dd33429344c6 | | FARL | 0.9667 | Not recorded | 69326746d6b0dd33429344c6 | | MMRL | 0.9593 | Not recorded | 69326746d6b0dd33429344c6 | | MaPLe | 0.9407 | Not recorded | 69326746d6b0dd33429344c6 | | PLOT | 0.937 | Not recorded | 69326746d6b0dd33429344c6 | | MetaPrompt | 0.9353 | Not recorded | 69326746d6b0dd33429344c6 | | TCP | 0.9163 | Not recorded | 69326746d6b0dd33429344c6 | | CoOp | 0.901 | Not recorded | 69326746d6b0dd33429344c6 | | CoCoOp | 0.8749 | Not recorded | 69326746d6b0dd33429344c6 | | KgCoOp | 0.8564 | Not recorded | 69326746d6b0dd33429344c6 | | MMA | 0.8546 | Not recorded | 69326746d6b0dd33429344c6 | | CLIP | 0.5648 | Not recorded | 69326746d6b0dd33429344c6 | ### ProVP Accuracy: 0.9712. Result ID: 699893e85698665ec4f5bf7c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Base-to-novel generalization"}. This record does not assert independent reproduction. ### FARL Accuracy: 0.9667. Result ID: 699893e85698665ec4f5bf81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Base-to-novel generalization"}. This record does not assert independent reproduction. ### MMRL Accuracy: 0.9593. Result ID: 699893e85698665ec4f5bf80. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Protocol":"Base-to-novel generalization"}. This record does not assert independent reproduction. ### MaPLe Accuracy: 0.9407. Result ID: 699893e85698665ec4f5bf7b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Protocol":"Base-to-novel generalization"}. This record does not assert independent reproduction. ### PLOT Accuracy: 0.937. Result ID: 699893e85698665ec4f5bf7a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Base-to-novel generalization"}. This record does not assert independent reproduction. ### MetaPrompt Accuracy: 0.9353. Result ID: 699893e85698665ec4f5bf7d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Base-to-novel generalization"}. This record does not assert independent reproduction. ### TCP Accuracy: 0.9163. Result ID: 699893e85698665ec4f5bf7e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Base-to-novel generalization"}. This record does not assert independent reproduction. ### CoOp Accuracy: 0.901. Result ID: 699893e85698665ec4f5bf77. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Protocol":"Base-to-novel generalization"}. This record does not assert independent reproduction. ### CoCoOp Accuracy: 0.8749. Result ID: 699893e85698665ec4f5bf78. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Protocol":"Base-to-novel generalization"}. This record does not assert independent reproduction. ### KgCoOp Accuracy: 0.8564. Result ID: 699893e85698665ec4f5bf79. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Base-to-novel generalization"}. This record does not assert independent reproduction. ### MMA Accuracy: 0.8546. Result ID: 699893e85698665ec4f5bf7f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Protocol":"Base-to-novel generalization"}. This record does not assert independent reproduction. ### CLIP Accuracy: 0.5648. Result ID: 699893e85698665ec4f5bf76. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Protocol":"Base-to-novel generalization"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.