# Image Classification on Semi-iNat Family granularity Source: [Image Classification on Semi-iNat Family granularity]() Collection index: [llms.txt]() Data updated: 2026-03-10T13:04:28.008Z Evaluation of Image Classification performance on the Semi-iNat Family granularity dataset, 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) | Semi-iNat Family granularity | | Metric | Top-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 | | --- | --- | --- | --- | | Baseline | 47.85 | Not recorded | 69afa5bd2d603e6de3e43eec | | Diff-Mix | 45.06 | Not recorded | 69afa5bd2d603e6de3e43eec | | Real Guidance | 44.78 | Not recorded | 69afa5bd2d603e6de3e43eec | | Diff-Aug | 43.96 | Not recorded | 69afa5bd2d603e6de3e43eec | | GIF | 43.91 | Not recorded | 69afa5bd2d603e6de3e43eec | ### Baseline Top-1 Accuracy: 47.85. Result ID: 69b016c56dbb7075b95a2347. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Diff-Mix Top-1 Accuracy: 45.06. Result ID: 69b016c56dbb7075b95a234b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Real Guidance Top-1 Accuracy: 44.78. Result ID: 69b016c56dbb7075b95a2348. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Diff-Aug Top-1 Accuracy: 43.96. Result ID: 69b016c56dbb7075b95a234a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GIF Top-1 Accuracy: 43.91. Result ID: 69b016c56dbb7075b95a2349. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.