# Feature Attribution on Rotten Tomatoes fine-tuned Source: [Feature Attribution on Rotten Tomatoes fine-tuned]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:48:10.856Z Evaluation of Feature Attribution performance on the fine-tuned Rotten Tomatoes dataset, measured by LO, Comp, and Suff 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 | Feature Attribution | | Dataset (including any stated split) | Rotten Tomatoes fine-tuned | | Metric | LO | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [LO](): Higher is better; unit: SCALAR. - [Comp](): Higher is better; unit: SCALAR. - [Suff](): Higher is better; unit: SCALAR. ## Recorded results | Method | LO | Result date | Report paper | | --- | --- | --- | --- | | Grad\*Inp | -0.121 | Not recorded | 68fa6f7d1e209131cea45ecb | | DeepLift | -0.163 | Not recorded | 68fa6f7d1e209131cea45ecb | | Grad\*Inp | -0.257 | Not recorded | 68fa6f7d1e209131cea45ecb | | DeepLift | -0.332 | Not recorded | 68fa6f7d1e209131cea45ecb | | GradientShap | -0.389 | Not recorded | 68fa6f7d1e209131cea45ecb | | DIG | -0.426 | Not recorded | 68fa6f7d1e209131cea45ecb | | Grad\*Inp | -0.438 | Not recorded | 68fa6f7d1e209131cea45ecb | | GradientShap | -0.452 | Not recorded | 68fa6f7d1e209131cea45ecb | | DeepLift | -0.452 | Not recorded | 68fa6f7d1e209131cea45ecb | | DIG | -0.487 | Not recorded | 68fa6f7d1e209131cea45ecb | | SIG | -0.533 | Not recorded | 68fa6f7d1e209131cea45ecb | | IG | -0.54 | Not recorded | 68fa6f7d1e209131cea45ecb | | GradientShap | -0.715 | Not recorded | 68fa6f7d1e209131cea45ecb | | IG | -0.787 | Not recorded | 68fa6f7d1e209131cea45ecb | | SIG | -0.869 | Not recorded | 68fa6f7d1e209131cea45ecb | | DIG | -1.05 | Not recorded | 68fa6f7d1e209131cea45ecb | | IG | -1.19 | Not recorded | 68fa6f7d1e209131cea45ecb | | SIG | -1.52 | Not recorded | 68fa6f7d1e209131cea45ecb | ### Grad\*Inp LO: -0.121. Result ID: 6990c4db3a6c31484903202a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"RoBERTa"}. This record does not assert independent reproduction. ### DeepLift LO: -0.163. Result ID: 6990c4db3a6c31484903202b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"RoBERTa"}. This record does not assert independent reproduction. ### Grad\*Inp LO: -0.257. Result ID: 6990c4db3a6c314849032024. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DistilBERT"}. This record does not assert independent reproduction. ### DeepLift LO: -0.332. Result ID: 6990c4db3a6c314849032025. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DistilBERT"}. This record does not assert independent reproduction. ### GradientShap LO: -0.389. Result ID: 6990c4db3a6c31484903202c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"RoBERTa"}. This record does not assert independent reproduction. ### DIG LO: -0.426. Result ID: 6990c4db3a6c31484903202e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"RoBERTa"}. This record does not assert independent reproduction. ### Grad\*Inp LO: -0.438. Result ID: 6990c4db3a6c314849032030. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"BERT"}. This record does not assert independent reproduction. ### GradientShap LO: -0.452. Result ID: 6990c4db3a6c314849032026. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DistilBERT"}. This record does not assert independent reproduction. ### DeepLift LO: -0.452. Result ID: 6990c4db3a6c314849032031. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"BERT"}. This record does not assert independent reproduction. ### DIG LO: -0.487. Result ID: 6990c4db3a6c314849032028. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DistilBERT"}. This record does not assert independent reproduction. ### SIG LO: -0.533. Result ID: 6990c4db3a6c314849032029. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"DistilBERT"}. This record does not assert independent reproduction. ### IG LO: -0.54. Result ID: 6990c4db3a6c314849032027. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DistilBERT"}. This record does not assert independent reproduction. ### GradientShap LO: -0.715. Result ID: 6990c4db3a6c314849032032. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"BERT"}. This record does not assert independent reproduction. ### IG LO: -0.787. Result ID: 6990c4db3a6c31484903202d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"RoBERTa"}. This record does not assert independent reproduction. ### SIG LO: -0.869. Result ID: 6990c4db3a6c31484903202f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"RoBERTa"}. This record does not assert independent reproduction. ### DIG LO: -1.05. Result ID: 6990c4db3a6c314849032034. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"BERT"}. This record does not assert independent reproduction. ### IG LO: -1.19. Result ID: 6990c4db3a6c314849032033. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"BERT"}. This record does not assert independent reproduction. ### SIG LO: -1.52. Result ID: 6990c4db3a6c314849032035. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"BERT"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.