# Image Classification on svhn vtab Source: [Image Classification on svhn vtab]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:30:16.977Z Evaluation of standard Image Classification performance using the SVHN dataset configured within the VTAB (Visual Task Adaptation Benchmark) evaluation suite, 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 | Image Classification | | Dataset (including any stated split) | svhn vtab | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 | | --- | --- | --- | --- | | Standard CLIP | 30 | Not recorded | 68fa76ba1e209131cea6ec0b | | B-cosified RN-50 CLIP | 15 | Not recorded | 68fa76ba1e209131cea6ec0b | | B-cosified RN-50 CLIP | 14 | Not recorded | 68fa76ba1e209131cea6ec0b | | B-cosified RN-50 CLIP | 13 | Not recorded | 68fa76ba1e209131cea6ec0b | | B-cosified RN-50 CLIP | 11 | Not recorded | 68fa76ba1e209131cea6ec0b | | Text2Concept | 8 | Not recorded | 68fa76ba1e209131cea6ec0b | ### Standard CLIP Accuracy: 30. Result ID: 69944d193a6c3148491c5b4a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction. ### B-cosified RN-50 CLIP Accuracy: 15. Result ID: 69944d193a6c3148491c5b4d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training Dataset":"ImageNet \[16\]","Learning Scheduler":"Cyclic","Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction. ### B-cosified RN-50 CLIP Accuracy: 14. Result ID: 69944d193a6c3148491c5b4f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training Dataset":"CC3M \[47\]","Learning Scheduler":"Cyclic","Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction. ### B-cosified RN-50 CLIP Accuracy: 13. Result ID: 69944d193a6c3148491c5b4e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training Dataset":"CC3M \[47\]","Learning Scheduler":"Cosine","Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction. ### B-cosified RN-50 CLIP Accuracy: 11. Result ID: 69944d193a6c3148491c5b4c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pre-training Dataset":"ImageNet \[16\]","Learning Scheduler":"Cosine","Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction. ### Text2Concept Accuracy: 8. Result ID: 69944d193a6c3148491c5b4b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.