# Image Classification on ImageNet-Seg Source: [Image Classification on ImageNet-Seg]() Collection index: [llms.txt]() Data updated: 2026-03-09T07:29:29.851Z Evaluation of Image Classification performance on the ImageNet-Seg dataset, reporting metrics such as Top-1 Accuracy and mAP. 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) | ImageNet-Seg | | Metric | Top-1 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 - [Top-1 Accuracy](): Higher is better; unit: PERCENT. - [mAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Multi-label | 85.5 | Not recorded | 69ae53fa2d603e6de3e42aa8 | | ReLabel w/ Our Mask | 85.3 | Not recorded | 69ae53fa2d603e6de3e42aa8 | | ReLabel | 84.8 | Not recorded | 69ae53fa2d603e6de3e42aa8 | | Original + Label Smooth | 84.4 | Not recorded | 69ae53fa2d603e6de3e42aa8 | | Original Label | 84.3 | Not recorded | 69ae53fa2d603e6de3e42aa8 | | LL | 84.3 | Not recorded | 69ae53fa2d603e6de3e42aa8 | ### Multi-label Top-1 Accuracy: 85.5. Result ID: 69ae765f6dbb7075b956332c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### ReLabel w/ Our Mask Top-1 Accuracy: 85.3. Result ID: 69ae765f6dbb7075b956332b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### ReLabel Top-1 Accuracy: 84.8. Result ID: 69ae765f6dbb7075b956332a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Original + Label Smooth Top-1 Accuracy: 84.4. Result ID: 69ae765f6dbb7075b9563328. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Original Label Top-1 Accuracy: 84.3. Result ID: 69ae765f6dbb7075b9563327. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### LL Top-1 Accuracy: 84.3. Result ID: 69ae765f6dbb7075b9563329. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.