# Time Series Attribution on Exchange Rate (ExRA) Source: [Time Series Attribution on Exchange Rate (ExRA)]() Collection index: [llms.txt]() Data updated: 2026-06-29T06:38:47.579Z Evaluation of Time Series Attribution performance on the Exchange Rate (ExRA) dataset. 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 | Time Series Attribution | | Dataset (including any stated split) | Exchange Rate (ExRA) | | Metric | AUC lag@25% | | Unit | PERCENT | | 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 - [AUC lag@25%](): Higher is better; unit: PERCENT. ## Recorded results | Method | AUC lag@25% | Result date | Report paper | | --- | --- | --- | --- | | DM | 6 | Not recorded | 6a41fc1c206542251d7ccb7c | | KARMA | 5 | Not recorded | 6a41fc1c206542251d7ccb7c | | Integrated Gradients | 3 | Not recorded | 6a41fc1c206542251d7ccb7c | | TimeSHAP | 3 | Not recorded | 6a41fc1c206542251d7ccb7c | | KARMA | 2 | Not recorded | 6a41fc1c206542251d7ccb7c | | Integrated Gradients | 2 | Not recorded | 6a41fc1c206542251d7ccb7c | | TimeSHAP | 2 | Not recorded | 6a41fc1c206542251d7ccb7c | | DM | 1 | Not recorded | 6a41fc1c206542251d7ccb7c | | Integrated Gradients | 1 | Not recorded | 6a41fc1c206542251d7ccb7c | | TimeSHAP | 1 | Not recorded | 6a41fc1c206542251d7ccb7c | | DM | 1 | Not recorded | 6a41fc1c206542251d7ccb7c | | FO | 0 | Not recorded | 6a41fc1c206542251d7ccb7c | | WI | 0 | Not recorded | 6a41fc1c206542251d7ccb7c | | FO | 0 | Not recorded | 6a41fc1c206542251d7ccb7c | | WI | 0 | Not recorded | 6a41fc1c206542251d7ccb7c | | KARMA | 0 | Not recorded | 6a41fc1c206542251d7ccb7c | | FO | 0 | Not recorded | 6a41fc1c206542251d7ccb7c | | WI | 0 | Not recorded | 6a41fc1c206542251d7ccb7c | ### DM AUC lag@25%: 6. Result ID: 6a4212f0fbc373592c868787. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"LSTM"}. This record does not assert independent reproduction. ### KARMA AUC lag@25%: 5. Result ID: 6a4212f0fbc373592c868791. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"TCN"}. This record does not assert independent reproduction. ### Integrated Gradients AUC lag@25%: 3. Result ID: 6a4212f0fbc373592c868783. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"GRU"}. This record does not assert independent reproduction. ### TimeSHAP AUC lag@25%: 3. Result ID: 6a4212f0fbc373592c868784. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"GRU"}. This record does not assert independent reproduction. ### KARMA AUC lag@25%: 2. Result ID: 6a4212f0fbc373592c868785. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"GRU"}. This record does not assert independent reproduction. ### Integrated Gradients AUC lag@25%: 2. Result ID: 6a4212f0fbc373592c86878f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"TCN"}. This record does not assert independent reproduction. ### TimeSHAP AUC lag@25%: 2. Result ID: 6a4212f0fbc373592c868790. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"TCN"}. This record does not assert independent reproduction. ### DM AUC lag@25%: 1. Result ID: 6a4212f0fbc373592c868781. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"GRU"}. This record does not assert independent reproduction. ### Integrated Gradients AUC lag@25%: 1. Result ID: 6a4212f0fbc373592c868789. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"LSTM"}. This record does not assert independent reproduction. ### TimeSHAP AUC lag@25%: 1. Result ID: 6a4212f0fbc373592c86878a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"LSTM"}. This record does not assert independent reproduction. ### DM AUC lag@25%: 1. Result ID: 6a4212f0fbc373592c86878d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"TCN"}. This record does not assert independent reproduction. ### FO AUC lag@25%: 0. Result ID: 6a4212f0fbc373592c868780. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"GRU"}. This record does not assert independent reproduction. ### WI AUC lag@25%: 0. Result ID: 6a4212f0fbc373592c868782. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"GRU"}. This record does not assert independent reproduction. ### FO AUC lag@25%: 0. Result ID: 6a4212f0fbc373592c868786. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"LSTM"}. This record does not assert independent reproduction. ### WI AUC lag@25%: 0. Result ID: 6a4212f0fbc373592c868788. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"LSTM"}. This record does not assert independent reproduction. ### KARMA AUC lag@25%: 0. Result ID: 6a4212f0fbc373592c86878b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"LSTM"}. This record does not assert independent reproduction. ### FO AUC lag@25%: 0. Result ID: 6a4212f0fbc373592c86878c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"TCN"}. This record does not assert independent reproduction. ### WI AUC lag@25%: 0. Result ID: 6a4212f0fbc373592c86878e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"TCN"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.