# Image Classification on Circuit Diagram (test) Source: [Image Classification on Circuit Diagram (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:07:03.612Z Evaluation of Image Classification performance on the test split of the Circuit Diagram dataset, typically measured using Top-1 and Top-5 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) | Circuit Diagram (test) | | Metric | Top-1 Accuracy | | 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 - [Top-1 Accuracy](): Higher is better; unit: PERCENT. - [Top-5 Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Combination of Baselines | 24.1 | Not recorded | 68fa72dd1e209131cea59053 | | Combination of Baselines | 22.4 | Not recorded | 68fa72dd1e209131cea59053 | | Combination of Baselines | 20.3 | Not recorded | 68fa72dd1e209131cea59053 | | Combination of Baselines | 20.1 | Not recorded | 68fa72dd1e209131cea59053 | | AdaptFormer | 19.8 | Not recorded | 68fa72dd1e209131cea59053 | | Combination of Baselines | 19.4 | Not recorded | 68fa72dd1e209131cea59053 | | ImageBind | 19.3 | Not recorded | 68fa72dd1e209131cea59053 | | ImageBind | 19.3 | Not recorded | 68fa72dd1e209131cea59053 | | AdaptFormer | 18 | Not recorded | 68fa72dd1e209131cea59053 | | AdaptFormer | 16.3 | Not recorded | 68fa72dd1e209131cea59053 | | AdaptFormer | 15.8 | Not recorded | 68fa72dd1e209131cea59053 | | Combination of Baselines | 14.1 | Not recorded | 68fa72dd1e209131cea59053 | | AdaptFormer | 14 | Not recorded | 68fa72dd1e209131cea59053 | | AdaptFormer | 9.3 | Not recorded | 68fa72dd1e209131cea59053 | | BLIP | 8.7 | Not recorded | 68fa72dd1e209131cea59053 | | BLIP | 8.7 | Not recorded | 68fa72dd1e209131cea59053 | | CLIP | 7.7 | Not recorded | 68fa72dd1e209131cea59053 | | CLIP | 7.7 | Not recorded | 68fa72dd1e209131cea59053 | ### Combination of Baselines Top-1 Accuracy: 24.1. Result ID: 699284483a6c3148490f7d5c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ImageBind"}. This record does not assert independent reproduction. ### Combination of Baselines Top-1 Accuracy: 22.4. Result ID: 699284483a6c3148490f7d55. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"SAM"}. This record does not assert independent reproduction. ### Combination of Baselines Top-1 Accuracy: 20.3. Result ID: 699284483a6c3148490f7d59. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"DINOv2"}. This record does not assert independent reproduction. ### Combination of Baselines Top-1 Accuracy: 20.1. Result ID: 699284483a6c3148490f7d57. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"AIM"}. This record does not assert independent reproduction. ### AdaptFormer Top-1 Accuracy: 19.8. Result ID: 699284483a6c3148490f7d5b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ImageBind"}. This record does not assert independent reproduction. ### Combination of Baselines Top-1 Accuracy: 19.4. Result ID: 699284483a6c3148490f7d50. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### ImageBind Top-1 Accuracy: 19.3. Result ID: 699284483a6c3148490f7d5a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Mode":"Zero-Shot Transfer"}. This record does not assert independent reproduction. ### ImageBind Top-1 Accuracy: 19.3. Result ID: 699284483a6c3148490f7d83. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Transfer Mode":"Zero-shot"}. This record does not assert independent reproduction. ### AdaptFormer Top-1 Accuracy: 18. Result ID: 699284483a6c3148490f7d54. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"SAM"}. This record does not assert independent reproduction. ### AdaptFormer Top-1 Accuracy: 16.3. Result ID: 699284483a6c3148490f7d56. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"AIM"}. This record does not assert independent reproduction. ### AdaptFormer Top-1 Accuracy: 15.8. Result ID: 699284483a6c3148490f7d58. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"DINOv2"}. This record does not assert independent reproduction. ### Combination of Baselines Top-1 Accuracy: 14.1. Result ID: 699284483a6c3148490f7d53. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BLIP"}. This record does not assert independent reproduction. ### AdaptFormer Top-1 Accuracy: 14. Result ID: 699284483a6c3148490f7d4f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### AdaptFormer Top-1 Accuracy: 9.3. Result ID: 699284483a6c3148490f7d52. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BLIP"}. This record does not assert independent reproduction. ### BLIP Top-1 Accuracy: 8.7. Result ID: 699284483a6c3148490f7d51. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Mode":"Zero-Shot Transfer"}. This record does not assert independent reproduction. ### BLIP Top-1 Accuracy: 8.7. Result ID: 699284483a6c3148490f7d82. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Transfer Mode":"Zero-shot"}. This record does not assert independent reproduction. ### CLIP Top-1 Accuracy: 7.7. Result ID: 699284483a6c3148490f7d4e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Mode":"Zero-Shot Transfer"}. This record does not assert independent reproduction. ### CLIP Top-1 Accuracy: 7.7. Result ID: 699284483a6c3148490f7d81. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Transfer Mode":"Zero-shot"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.