# Indiscriminate and Instant Attack on ImageNet-C (test) Source: [Indiscriminate and Instant Attack on ImageNet-C (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:42:17.932Z Evaluation of indiscriminate and instant adversarial attack effectiveness against models tested on the ImageNet-C corruption dataset (test split), reporting metrics such as Error Rate. 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 | Indiscriminate and Instant Attack | | Dataset (including any stated split) | ImageNet-C (test) | | Metric | Error Rate | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 14 of 14 | | 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 - [Error Rate](): Lower is better; unit: PERCENT. ## Recorded results | Method | Error Rate | Result date | Report paper | | --- | --- | --- | --- | | SOTTA | 64.22 | Not recorded | 68fa72ad1e209131cea57d0a | | SOTTA | 66.05 | Not recorded | 68fa72ad1e209131cea57d0a | | TENT | 68.01 | Not recorded | 68fa72ad1e209131cea57d0a | | ETA | 68.47 | Not recorded | 68fa72ad1e209131cea57d0a | | mDIA | 69.24 | Not recorded | 68fa72ad1e209131cea57d0a | | SAR | 69.54 | Not recorded | 68fa72ad1e209131cea57d0a | | TeBN | 69.74 | Not recorded | 68fa72ad1e209131cea57d0a | | SEMA | 70.22 | Not recorded | 68fa72ad1e209131cea57d0a | | TENT | 72.82 | Not recorded | 68fa72ad1e209131cea57d0a | | SEMA | 73.21 | Not recorded | 68fa72ad1e209131cea57d0a | | ETA | 74.15 | Not recorded | 68fa72ad1e209131cea57d0a | | mDIA | 77.28 | Not recorded | 68fa72ad1e209131cea57d0a | | SAR | 77.74 | Not recorded | 68fa72ad1e209131cea57d0a | | TeBN | 81.46 | Not recorded | 68fa72ad1e209131cea57d0a | ### SOTTA Error Rate: 64.22. Result ID: 69924e813a6c3148490e0bcf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"B/m":"200/20","Normalization":"MedBN"}. This record does not assert independent reproduction. ### SOTTA Error Rate: 66.05. Result ID: 69924e813a6c3148490e0bce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"B/m":"200/20","Normalization":"BatchNorm"}. This record does not assert independent reproduction. ### TENT Error Rate: 68.01. Result ID: 69924e813a6c3148490e0bc9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"B/m":"200/20","Normalization":"MedBN"}. This record does not assert independent reproduction. ### ETA Error Rate: 68.47. Result ID: 69924e813a6c3148490e0bcb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"B/m":"200/20","Normalization":"MedBN"}. This record does not assert independent reproduction. ### mDIA Error Rate: 69.24. Result ID: 69924e813a6c3148490e0bd3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"B/m":"200/20","Normalization":"MedBN"}. This record does not assert independent reproduction. ### SAR Error Rate: 69.54. Result ID: 69924e813a6c3148490e0bcd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"B/m":"200/20","Normalization":"MedBN"}. This record does not assert independent reproduction. ### TeBN Error Rate: 69.74. Result ID: 69924e813a6c3148490e0bc7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"B/m":"200/20","Normalization":"MedBN"}. This record does not assert independent reproduction. ### SEMA Error Rate: 70.22. Result ID: 69924e813a6c3148490e0bd1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"B/m":"200/20","Normalization":"MedBN"}. This record does not assert independent reproduction. ### TENT Error Rate: 72.82. Result ID: 69924e813a6c3148490e0bc8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"B/m":"200/20","Normalization":"BatchNorm"}. This record does not assert independent reproduction. ### SEMA Error Rate: 73.21. Result ID: 69924e813a6c3148490e0bd0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"B/m":"200/20","Normalization":"BatchNorm"}. This record does not assert independent reproduction. ### ETA Error Rate: 74.15. Result ID: 69924e813a6c3148490e0bca. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"B/m":"200/20","Normalization":"BatchNorm"}. This record does not assert independent reproduction. ### mDIA Error Rate: 77.28. Result ID: 69924e813a6c3148490e0bd2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"B/m":"200/20","Normalization":"BatchNorm"}. This record does not assert independent reproduction. ### SAR Error Rate: 77.74. Result ID: 69924e813a6c3148490e0bcc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"B/m":"200/20","Normalization":"BatchNorm"}. This record does not assert independent reproduction. ### TeBN Error Rate: 81.46. Result ID: 69924e813a6c3148490e0bc6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"B/m":"200/20","Normalization":"BatchNorm"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.