# Digit Classification on Digit Datasets MT, US, SN, MM (Transfer Metrics) Source: [Digit Classification on Digit Datasets MT, US, SN, MM (Transfer Metrics)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:04:30.358Z Evaluation of Digit Classification performance across multiple digit datasets (MT, US, SN, MM), focusing on source and target domain drop metrics indicative of transfer learning effectiveness. 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 | Digit Classification | | Dataset (including any stated split) | Digit Datasets MT, US, SN, MM | | Metric | Source Drop | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 10 of 10 | | 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 - [Source Drop](): Lower is better; unit: SCALAR. - [Source Drop (%)](): Lower is better; unit: PERCENT. - [Target Drop](): Lower is better; unit: PERCENT. - [Target Drop (%)](): Lower is better; unit: PERCENT. ## Recorded results | Method | Source Drop | Result date | Report paper | | --- | --- | --- | --- | | target-free CUTI-domain | 0.3 | Not recorded | 68fa6ed11e209131cea42650 | | target-free CUTI-domain | 0.4 | Not recorded | 68fa6ed11e209131cea42650 | | target-free CUTI-domain | 0.6 | Not recorded | 68fa6ed11e209131cea42650 | | NTL | 0.6 | Not recorded | 68fa6ed11e209131cea42650 | | NTL | 0.7 | Not recorded | 68fa6ed11e209131cea42650 | | target-free CUTI-domain | 0.95 | Not recorded | 68fa6ed11e209131cea42650 | | NTL | 1.63 | Not recorded | 68fa6ed11e209131cea42650 | | NTL | 2 | Not recorded | 68fa6ed11e209131cea42650 | | target-free CUTI-domain | 2.5 | Not recorded | 68fa6ed11e209131cea42650 | | NTL | 3.2 | Not recorded | 68fa6ed11e209131cea42650 | ### target-free CUTI-domain Source Drop: 0.3. Result ID: 69904db73a6c314849ff9377. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source Domain":"MM"}. This record does not assert independent reproduction. ### target-free CUTI-domain Source Drop: 0.4. Result ID: 69904db73a6c314849ff9371. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source Domain":"MT"}. This record does not assert independent reproduction. ### target-free CUTI-domain Source Drop: 0.6. Result ID: 69904db73a6c314849ff9373. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source Domain":"US"}. This record does not assert independent reproduction. ### NTL Source Drop: 0.6. Result ID: 69904db73a6c314849ff9374. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source Domain":"US"}. This record does not assert independent reproduction. ### NTL Source Drop: 0.7. Result ID: 69904db73a6c314849ff9372. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source Domain":"MT"}. This record does not assert independent reproduction. ### target-free CUTI-domain Source Drop: 0.95. Result ID: 69904db73a6c314849ff9379. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source Domain":"Mean"}. This record does not assert independent reproduction. ### NTL Source Drop: 1.63. Result ID: 69904db73a6c314849ff937a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source Domain":"Mean"}. This record does not assert independent reproduction. ### NTL Source Drop: 2. Result ID: 69904db73a6c314849ff9378. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source Domain":"MM"}. This record does not assert independent reproduction. ### target-free CUTI-domain Source Drop: 2.5. Result ID: 69904db73a6c314849ff9375. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source Domain":"SN"}. This record does not assert independent reproduction. ### NTL Source Drop: 3.2. Result ID: 69904db73a6c314849ff9376. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source Domain":"SN"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.