# Image Classification on Tiny ImageNet (CTA and ASR) Source: [Image Classification on Tiny ImageNet (CTA and ASR)]() Collection index: [llms.txt]() Data updated: 2026-04-01T06:52:00.361Z Evaluation of Image Classification performance on the Tiny ImageNet dataset, measured using CTA and ASR metrics. 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) | Tiny ImageNet | | Metric | CTA | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [CTA](): Higher is better; unit: PERCENT. - [ASR](): Higher is better; unit: PERCENT. ## Recorded results | Method | CTA | Result date | Report paper | | --- | --- | --- | --- | | DM | 48.5 | Not recorded | 69cca6660636e5bf4afcb9fd | | DM | 46.3 | Not recorded | 69cca6660636e5bf4afcb9fd | | DM | 45.7 | Not recorded | 69cca6660636e5bf4afcb9fd | | DAM | 44.2 | Not recorded | 69cca6660636e5bf4afcb9fd | | DAM | 43 | Not recorded | 69cca6660636e5bf4afcb9fd | | DAM | 41.9 | Not recorded | 69cca6660636e5bf4afcb9fd | | IDM | 29.3 | Not recorded | 69cca6660636e5bf4afcb9fd | | IDM | 28.4 | Not recorded | 69cca6660636e5bf4afcb9fd | | DC | 26.9 | Not recorded | 69cca6660636e5bf4afcb9fd | | DC | 26 | Not recorded | 69cca6660636e5bf4afcb9fd | | IDM | 26 | Not recorded | 69cca6660636e5bf4afcb9fd | | DC | 24.7 | Not recorded | 69cca6660636e5bf4afcb9fd | ### DM CTA: 48.5. Result ID: 69ccbfc247f34ce924b5dc20. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Setting":"DOORPING","Condensation Network":"AlexNetBN"}. This record does not assert independent reproduction. ### DM CTA: 46.3. Result ID: 69ccbfc247f34ce924b5dc1e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Setting":"SNEAKDOOR","Condensation Network":"AlexNetBN"}. This record does not assert independent reproduction. ### DM CTA: 45.7. Result ID: 69ccbfc247f34ce924b5dc1f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Setting":"NAIVE","Condensation Network":"AlexNetBN"}. This record does not assert independent reproduction. ### DAM CTA: 44.2. Result ID: 69ccbfc247f34ce924b5dc27. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Setting":"SNEAKDOOR","Condensation Network":"AlexNetBN"}. This record does not assert independent reproduction. ### DAM CTA: 43. Result ID: 69ccbfc247f34ce924b5dc28. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Setting":"NAIVE","Condensation Network":"AlexNetBN"}. This record does not assert independent reproduction. ### DAM CTA: 41.9. Result ID: 69ccbfc247f34ce924b5dc29. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Setting":"DOORPING","Condensation Network":"AlexNetBN"}. This record does not assert independent reproduction. ### IDM CTA: 29.3. Result ID: 69ccbfc247f34ce924b5dc26. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack Setting":"DOORPING","Condensation Network":"AlexNetBN"}. This record does not assert independent reproduction. ### IDM CTA: 28.4. Result ID: 69ccbfc247f34ce924b5dc25. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack Setting":"NAIVE","Condensation Network":"AlexNetBN"}. This record does not assert independent reproduction. ### DC CTA: 26.9. Result ID: 69ccbfc247f34ce924b5dc22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Setting":"NAIVE","Condensation Network":"AlexNetBN"}. This record does not assert independent reproduction. ### DC CTA: 26. Result ID: 69ccbfc247f34ce924b5dc23. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Setting":"DOORPING","Condensation Network":"AlexNetBN"}. This record does not assert independent reproduction. ### IDM CTA: 26. Result ID: 69ccbfc247f34ce924b5dc24. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Attack Setting":"SNEAKDOOR","Condensation Network":"AlexNetBN"}. This record does not assert independent reproduction. ### DC CTA: 24.7. Result ID: 69ccbfc247f34ce924b5dc21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack Setting":"SNEAKDOOR","Condensation Network":"AlexNetBN"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.