# Domain Generalization on TerraInc (out-of-domain) Source: [Domain Generalization on TerraInc (out-of-domain)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:28:46.752Z Evaluation of Domain Generalization performance on the TerraInc dataset under out-of-domain conditions, measured by 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 | Domain Generalization | | Dataset (including any stated split) | TerraInc (out-of-domain) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 31 of 31 | | 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: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Miro | 50.4 | Not recorded | 68fa6ed01e209131cea42594 | | SAGM | 48.8 | Not recorded | 68fa6ed01e209131cea42594 | | SagNet | 48.6 | Not recorded | 68fa6ed01e209131cea42594 | | mDSDI | 48.1 | Not recorded | 68fa6ed01e209131cea42594 | | Mixup | 47.9 | Not recorded | 68fa6ed01e209131cea42594 | | MLDG | 47.7 | Not recorded | 68fa6ed01e209131cea42594 | | IRM | 47.6 | Not recorded | 68fa6ed01e209131cea42594 | | CORAL | 47.6 | Not recorded | 68fa6ed01e209131cea42594 | | SelfReg | 47 | Not recorded | 68fa6ed01e209131cea42594 | | GSAM | 47 | Not recorded | 68fa6ed01e209131cea42594 | | GMoE-S/16 | 46.7 | Not recorded | 68fa6e771e209131cea4009d | | DANN | 46.7 | Not recorded | 68fa6ed01e209131cea42594 | | RSC | 46.6 | Not recorded | 68fa6ed01e209131cea42594 | | MMD | 46.5 | Not recorded | 68fa6e771e209131cea4009d | | VREx | 46.4 | Not recorded | 68fa6ed01e209131cea42594 | | CORAL | 46.3 | Not recorded | 68fa6e771e209131cea4009d | | MLDG | 46.2 | Not recorded | 68fa6e771e209131cea4009d | | ERM | 46.1 | Not recorded | 68fa6ed01e209131cea42594 | | CDANN | 45.8 | Not recorded | 68fa6ed01e209131cea42594 | | MTL | 45.6 | Not recorded | 68fa6ed01e209131cea42594 | | ARM | 45.5 | Not recorded | 68fa6ed01e209131cea42594 | | Fish | 45.1 | Not recorded | 68fa6ed01e209131cea42594 | | AND-mask | 44.6 | Not recorded | 68fa6ed01e209131cea42594 | | DANN | 44.4 | Not recorded | 68fa6e771e209131cea4009d | | Mixstyle | 44 | Not recorded | 68fa6ed01e209131cea42594 | | SAM | 43.3 | Not recorded | 68fa6ed01e209131cea42594 | | GroupDRO | 43.2 | Not recorded | 68fa6ed01e209131cea42594 | | MMD | 42.2 | Not recorded | 68fa6ed01e209131cea42594 | | ViT-S/16 | 41.9 | Not recorded | 68fa6e771e209131cea4009d | | ERM | 41.4 | Not recorded | 68fa6e771e209131cea4009d | | IRM | 41.2 | Not recorded | 68fa6e771e209131cea4009d | ### Miro Accuracy: 50.4. Result ID: 699060253a6c31484900196b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-trained model":"CLIP"}. This record does not assert independent reproduction. ### SAGM Accuracy: 48.8. Result ID: 699060253a6c31484900196e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SagNet Accuracy: 48.6. Result ID: 699060253a6c314849001967. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### mDSDI Accuracy: 48.1. Result ID: 699060253a6c31484900196a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Mixup Accuracy: 47.9. Result ID: 699060253a6c314849001963. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MLDG Accuracy: 47.7. Result ID: 699060253a6c314849001964. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IRM Accuracy: 47.6. Result ID: 699060253a6c31484900195b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CORAL Accuracy: 47.6. Result ID: 699060253a6c314849001969. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SelfReg Accuracy: 47. Result ID: 699060253a6c314849001968. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GSAM Accuracy: 47. Result ID: 699060253a6c31484900196d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GMoE-S/16 Accuracy: 46.7. Result ID: 69901af33a6c314849fe2baa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GMoE-S/16","Selection Criterion":"leave-one-domain-out"}. This record does not assert independent reproduction. ### DANN Accuracy: 46.7. Result ID: 699060253a6c314849001960. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RSC Accuracy: 46.6. Result ID: 699060253a6c314849001961. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMD Accuracy: 46.5. Result ID: 69901af33a6c314849fe2ba7. [Reporting paper]() Recorded evaluation configuration: {"Selection Criterion":"leave-one-domain-out"}. This record does not assert independent reproduction. ### VREx Accuracy: 46.4. Result ID: 699060253a6c31484900195d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CORAL Accuracy: 46.3. Result ID: 69901af33a6c314849fe2ba6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Selection Criterion":"leave-one-domain-out"}. This record does not assert independent reproduction. ### MLDG Accuracy: 46.2. Result ID: 69901af33a6c314849fe2ba8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Selection Criterion":"leave-one-domain-out"}. This record does not assert independent reproduction. ### ERM Accuracy: 46.1. Result ID: 699060253a6c314849001965. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CDANN Accuracy: 45.8. Result ID: 699060253a6c31484900195e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MTL Accuracy: 45.6. Result ID: 699060253a6c314849001962. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ARM Accuracy: 45.5. Result ID: 699060253a6c31484900195c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Fish Accuracy: 45.1. Result ID: 699060253a6c314849001966. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AND-mask Accuracy: 44.6. Result ID: 699060253a6c31484900195f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DANN Accuracy: 44.4. Result ID: 69901af33a6c314849fe2ba5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Selection Criterion":"leave-one-domain-out"}. This record does not assert independent reproduction. ### Mixstyle Accuracy: 44. Result ID: 699060253a6c314849001959. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SAM Accuracy: 43.3. Result ID: 699060253a6c31484900196c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GroupDRO Accuracy: 43.2. Result ID: 699060253a6c31484900195a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMD Accuracy: 42.2. Result ID: 699060253a6c314849001958. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ViT-S/16 Accuracy: 41.9. Result ID: 69901af33a6c314849fe2ba9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-S/16","Selection Criterion":"leave-one-domain-out"}. This record does not assert independent reproduction. ### ERM Accuracy: 41.4. Result ID: 69901af33a6c314849fe2ba3. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Selection Criterion":"leave-one-domain-out"}. This record does not assert independent reproduction. ### IRM Accuracy: 41.2. Result ID: 69901af33a6c314849fe2ba4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Selection Criterion":"leave-one-domain-out"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.