# Image Classification on ImageNet 1K 224x224 (val) Source: [Image Classification on ImageNet 1K 224x224 (val)]() Collection index: [llms.txt]() Data updated: 2026-05-14T06:58:29.753Z Evaluation of Image Classification performance on the validation split of ImageNet 1K (224x224 resolution), reporting results tied to specific ResNet architectures (RN18, RN50, RN101). 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 1K 224x224 (val) | | Metric | Top-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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. ## Recorded results | Method | Top-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DIVER | 57.2 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 54 | Not recorded | 6a055714dbc836b87d828c8b | | G-VBSM | 51.8 | Not recorded | 6a055714dbc836b87d828c8b | | SRe2L | 46.8 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 35.1 | Not recorded | 6a055714dbc836b87d828c8b | | G-VBSM | 31.4 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 24.5 | Not recorded | 6a055714dbc836b87d828c8b | | SRe2L | 21.3 | Not recorded | 6a055714dbc836b87d828c8b | ### DIVER Top-1 Accuracy: 57.2. Result ID: 6a05729047f34ce924ebe70c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Alg.":"G-VBSM","IPC":"50","Mode":"Ours"}. This record does not assert independent reproduction. ### DIVER Top-1 Accuracy: 54. Result ID: 6a05729047f34ce924ebe708. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Alg.":"SRe2L","IPC":"50","Mode":"Ours"}. This record does not assert independent reproduction. ### G-VBSM Top-1 Accuracy: 51.8. Result ID: 6a05729047f34ce924ebe70b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Alg.":"G-VBSM","IPC":"50","Mode":"DD"}. This record does not assert independent reproduction. ### SRe2L Top-1 Accuracy: 46.8. Result ID: 6a05729047f34ce924ebe707. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Alg.":"SRe2L","IPC":"50","Mode":"DD"}. This record does not assert independent reproduction. ### DIVER Top-1 Accuracy: 35.1. Result ID: 6a05729047f34ce924ebe70a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Alg.":"G-VBSM","IPC":"10","Mode":"Ours"}. This record does not assert independent reproduction. ### G-VBSM Top-1 Accuracy: 31.4. Result ID: 6a05729047f34ce924ebe709. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Alg.":"G-VBSM","IPC":"10","Mode":"DD"}. This record does not assert independent reproduction. ### DIVER Top-1 Accuracy: 24.5. Result ID: 6a05729047f34ce924ebe706. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Alg.":"SRe2L","IPC":"10","Mode":"Ours"}. This record does not assert independent reproduction. ### SRe2L Top-1 Accuracy: 21.3. Result ID: 6a05729047f34ce924ebe705. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Alg.":"SRe2L","IPC":"10","Mode":"DD"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.