# Behavioral Cloning on P2P-Cost Source: [Behavioral Cloning on P2P-Cost]() Collection index: [llms.txt]() Data updated: 2026-04-07T07:55:55.572Z Evaluation of Behavioral Cloning performance on the P2P-Cost dataset, measured using Relative L2 Error. 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 | Behavioral Cloning | | Dataset (including any stated split) | P2P-Cost | | Metric | Relative L2 Error | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 16 of 16 | | 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 - [Relative L2 Error](): Lower is better; unit: PERCENT. ## Recorded results | Method | Relative L2 Error | Result date | Report paper | | --- | --- | --- | --- | | Last-Branch | 4.4 | Not recorded | 69d48fa17d0172140ec743d0 | | Last-Branch | 4.5 | Not recorded | 69d48fa17d0172140ec743d0 | | Last-Both | 4.7 | Not recorded | 69d48fa17d0172140ec743d0 | | Pretrained | 4.8 | Not recorded | 69d48fa17d0172140ec743d0 | | Last-Both | 4.8 | Not recorded | 69d48fa17d0172140ec743d0 | | SetONet-FT | 6.5 | Not recorded | 69d48fa17d0172140ec743d0 | | SetONet-Meta | 6.9 | Not recorded | 69d48fa17d0172140ec743d0 | | SetONet-Meta | 7.4 | Not recorded | 69d48fa17d0172140ec743d0 | | SetONet-Meta | 7.5 | Not recorded | 69d48fa17d0172140ec743d0 | | SetONet-FT | 8 | Not recorded | 69d48fa17d0172140ec743d0 | | SetONet-Meta-Full | 9.6 | Not recorded | 69d48fa17d0172140ec743d0 | | SetONet-Meta-Full | 11.7 | Not recorded | 69d48fa17d0172140ec743d0 | | SetONet-Meta-Full | 11.8 | Not recorded | 69d48fa17d0172140ec743d0 | | MAML | 56.9 | Not recorded | 69d48fa17d0172140ec743d0 | | MAML | 58.1 | Not recorded | 69d48fa17d0172140ec743d0 | | MAML | 58.3 | Not recorded | 69d48fa17d0172140ec743d0 | ### Last-Branch Relative L2 Error: 4.4. Result ID: 69d4b7cb47f34ce924bc4b6f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation Steps":"25"}. This record does not assert independent reproduction. ### Last-Branch Relative L2 Error: 4.5. Result ID: 69d4b7cb47f34ce924bc4b69. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation Steps":"1"}. This record does not assert independent reproduction. ### Last-Both Relative L2 Error: 4.7. Result ID: 69d4b7cb47f34ce924bc4b6a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation Steps":"1"}. This record does not assert independent reproduction. ### Pretrained Relative L2 Error: 4.8. Result ID: 69d4b7cb47f34ce924bc4b64. [Reporting paper]() Recorded evaluation configuration: {"Adaptation Steps":"0"}. This record does not assert independent reproduction. ### Last-Both Relative L2 Error: 4.8. Result ID: 69d4b7cb47f34ce924bc4b70. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation Steps":"25"}. This record does not assert independent reproduction. ### SetONet-FT Relative L2 Error: 6.5. Result ID: 69d4b7cb47f34ce924bc4b6e. [Reporting paper]() Recorded evaluation configuration: {"Adaptation Steps":"25"}. This record does not assert independent reproduction. ### SetONet-Meta Relative L2 Error: 6.9. Result ID: 69d4b7cb47f34ce924bc4b72. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation Steps":"25"}. This record does not assert independent reproduction. ### SetONet-Meta Relative L2 Error: 7.4. Result ID: 69d4b7cb47f34ce924bc4b6c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation Steps":"1"}. This record does not assert independent reproduction. ### SetONet-Meta Relative L2 Error: 7.5. Result ID: 69d4b7cb47f34ce924bc4b66. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation Steps":"0"}. This record does not assert independent reproduction. ### SetONet-FT Relative L2 Error: 8. Result ID: 69d4b7cb47f34ce924bc4b68. [Reporting paper]() Recorded evaluation configuration: {"Adaptation Steps":"1"}. This record does not assert independent reproduction. ### SetONet-Meta-Full Relative L2 Error: 9.6. Result ID: 69d4b7cb47f34ce924bc4b73. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation Steps":"25"}. This record does not assert independent reproduction. ### SetONet-Meta-Full Relative L2 Error: 11.7. Result ID: 69d4b7cb47f34ce924bc4b6d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation Steps":"1"}. This record does not assert independent reproduction. ### SetONet-Meta-Full Relative L2 Error: 11.8. Result ID: 69d4b7cb47f34ce924bc4b67. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation Steps":"0"}. This record does not assert independent reproduction. ### MAML Relative L2 Error: 56.9. Result ID: 69d4b7cb47f34ce924bc4b71. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation Steps":"25"}. This record does not assert independent reproduction. ### MAML Relative L2 Error: 58.1. Result ID: 69d4b7cb47f34ce924bc4b6b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation Steps":"1"}. This record does not assert independent reproduction. ### MAML Relative L2 Error: 58.3. Result ID: 69d4b7cb47f34ce924bc4b65. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Adaptation Steps":"0"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.