# Motion In-filling on Anidance (test) Source: [Motion In-filling on Anidance (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:48:03.573Z Evaluation of models performing motion in-filling (interpolation) on the test split of the Anidance dataset, typically measured using L2P. 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 | Motion In-filling | | Dataset (including any stated split) | Anidance (test) | | Metric | L2P | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 27 of 27 | | 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 - [L2P](): Lower is better; unit: SCALAR. ## Recorded results | Method | L2P | Result date | Report paper | | --- | --- | --- | --- | | Δ-Interpolator (ours) | 0.6 | Not recorded | 68fa6d3d1e209131cea38b6f | | Δ-Interpolator (ours) | 0.74 | Not recorded | 68fa6d3d1e209131cea38b6f | | Single-Shot Motion Completion with Transformer | 0.84 | Not recorded | 68fa69721e209131cea22209 | | SSMCT | 0.84 | Not recorded | 68fa6d3d1e209131cea38b6f | | Δ-Interpolator (w/o Δ-mode) | 0.93 | Not recorded | 68fa6d3d1e209131cea38b6f | | Interp | 0.94 | Not recorded | 68fa69721e209131cea22209 | | LERP Interpolation | 0.94 | Not recorded | 68fa6d3d1e209131cea38b6f | | Δ-Interpolator (ours) | 1.01 | Not recorded | 68fa6d3d1e209131cea38b6f | | Δ-Interpolator (w/o Δ-mode) | 1.02 | Not recorded | 68fa6d3d1e209131cea38b6f | | Δ-Interpolator (w/o Δ-mode) | 1.13 | Not recorded | 68fa6d3d1e209131cea38b6f | | Single-Shot Motion Completion with Transformer | 1.46 | Not recorded | 68fa69721e209131cea22209 | | SSMCT | 1.46 | Not recorded | 68fa6d3d1e209131cea38b6f | | Single-Shot Motion Completion with Transformer | 1.64 | Not recorded | 68fa69721e209131cea22209 | | SSMCT | 1.64 | Not recorded | 68fa6d3d1e209131cea38b6f | | Zero-Vel | 2.34 | Not recorded | 68fa69721e209131cea22209 | | Zero Velocity | 2.44 | Not recorded | 68fa6d3d1e209131cea38b6f | | LERP Interpolation | 3.06 | Not recorded | 68fa6d3d1e209131cea38b6f | | Interp | 3.24 | Not recorded | 68fa69721e209131cea22209 | | Autoencoder | 3.57 | Not recorded | 68fa6d3d1e209131cea38b6f | | Autoencoder | 3.69 | Not recorded | 68fa6d3d1e209131cea38b6f | | Autoencoder | 3.93 | Not recorded | 68fa6d3d1e209131cea38b6f | | Interp | 4.68 | Not recorded | 68fa69721e209131cea22209 | | LERP Interpolation | 4.84 | Not recorded | 68fa6d3d1e209131cea38b6f | | Zero-Vel | 5.12 | Not recorded | 68fa69721e209131cea22209 | | Zero Velocity | 5.15 | Not recorded | 68fa6d3d1e209131cea38b6f | | Zero-Vel | 6.73 | Not recorded | 68fa69721e209131cea22209 | | Zero Velocity | 6.89 | Not recorded | 68fa6d3d1e209131cea38b6f | ### Δ-Interpolator (ours) L2P: 0.6. Result ID: 698f853e3a6c314849f9a8cd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"5"}. This record does not assert independent reproduction. ### Δ-Interpolator (ours) L2P: 0.74. Result ID: 698f853e3a6c314849f9a8ce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"15"}. This record does not assert independent reproduction. ### Single-Shot Motion Completion with Transformer L2P: 0.84. Result ID: 698daa398b517eb43322f9f0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"5"}. This record does not assert independent reproduction. ### SSMCT L2P: 0.84. Result ID: 698f853e3a6c314849f9a8c7. [Reporting paper]() Recorded evaluation configuration: {"Length":"5"}. This record does not assert independent reproduction. ### Δ-Interpolator (w/o Δ-mode) L2P: 0.93. Result ID: 698f853e3a6c314849f9a8ca. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"5"}. This record does not assert independent reproduction. ### Interp L2P: 0.94. Result ID: 698daa398b517eb43322f9ed. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"5"}. This record does not assert independent reproduction. ### LERP Interpolation L2P: 0.94. Result ID: 698f853e3a6c314849f9a8c1. [Reporting paper]() Recorded evaluation configuration: {"Length":"5"}. This record does not assert independent reproduction. ### Δ-Interpolator (ours) L2P: 1.01. Result ID: 698f853e3a6c314849f9a8cf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"30"}. This record does not assert independent reproduction. ### Δ-Interpolator (w/o Δ-mode) L2P: 1.02. Result ID: 698f853e3a6c314849f9a8cb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"15"}. This record does not assert independent reproduction. ### Δ-Interpolator (w/o Δ-mode) L2P: 1.13. Result ID: 698f853e3a6c314849f9a8cc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"30"}. This record does not assert independent reproduction. ### Single-Shot Motion Completion with Transformer L2P: 1.46. Result ID: 698daa398b517eb43322f9f1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"15"}. This record does not assert independent reproduction. ### SSMCT L2P: 1.46. Result ID: 698f853e3a6c314849f9a8c8. [Reporting paper]() Recorded evaluation configuration: {"Length":"15"}. This record does not assert independent reproduction. ### Single-Shot Motion Completion with Transformer L2P: 1.64. Result ID: 698daa398b517eb43322f9f2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"30"}. This record does not assert independent reproduction. ### SSMCT L2P: 1.64. Result ID: 698f853e3a6c314849f9a8c9. [Reporting paper]() Recorded evaluation configuration: {"Length":"30"}. This record does not assert independent reproduction. ### Zero-Vel L2P: 2.34. Result ID: 698daa398b517eb43322f9ea. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"5"}. This record does not assert independent reproduction. ### Zero Velocity L2P: 2.44. Result ID: 698f853e3a6c314849f9a8be. [Reporting paper]() Recorded evaluation configuration: {"Length":"5"}. This record does not assert independent reproduction. ### LERP Interpolation L2P: 3.06. Result ID: 698f853e3a6c314849f9a8c2. [Reporting paper]() Recorded evaluation configuration: {"Length":"15"}. This record does not assert independent reproduction. ### Interp L2P: 3.24. Result ID: 698daa398b517eb43322f9ee. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"15"}. This record does not assert independent reproduction. ### Autoencoder L2P: 3.57. Result ID: 698f853e3a6c314849f9a8c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Length":"5"}. This record does not assert independent reproduction. ### Autoencoder L2P: 3.69. Result ID: 698f853e3a6c314849f9a8c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Length":"15"}. This record does not assert independent reproduction. ### Autoencoder L2P: 3.93. Result ID: 698f853e3a6c314849f9a8c6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Length":"30"}. This record does not assert independent reproduction. ### Interp L2P: 4.68. Result ID: 698daa398b517eb43322f9ef. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"30"}. This record does not assert independent reproduction. ### LERP Interpolation L2P: 4.84. Result ID: 698f853e3a6c314849f9a8c3. [Reporting paper]() Recorded evaluation configuration: {"Length":"30"}. This record does not assert independent reproduction. ### Zero-Vel L2P: 5.12. Result ID: 698daa398b517eb43322f9eb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"15"}. This record does not assert independent reproduction. ### Zero Velocity L2P: 5.15. Result ID: 698f853e3a6c314849f9a8bf. [Reporting paper]() Recorded evaluation configuration: {"Length":"15"}. This record does not assert independent reproduction. ### Zero-Vel L2P: 6.73. Result ID: 698daa398b517eb43322f9ec. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Length":"30"}. This record does not assert independent reproduction. ### Zero Velocity L2P: 6.89. Result ID: 698f853e3a6c314849f9a8c0. [Reporting paper]() Recorded evaluation configuration: {"Length":"30"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.