# Provenance Tracing on RAR Source: [Provenance Tracing on RAR]() Collection index: [llms.txt]() Data updated: 2026-06-30T07:23:05.350Z Evaluation of model performance on tracing data provenance within the RAR dataset, measured using metrics like TPR@1%FPR. 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 | Provenance Tracing | | Dataset (including any stated split) | RAR | | Metric | TPR@1%FPR | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 33 of 33 | | 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 - [TPR@1%FPR](): Higher is better; unit: PERCENT. ## Recorded results | Method | TPR@1%FPR | Result date | Report paper | | --- | --- | --- | --- | | Ours | 100 | Not recorded | 6a434d70ba73165dbb7437fe | | Ours | 100 | Not recorded | 6a434d70ba73165dbb7437fe | | Ours | 100 | Not recorded | 6a434d70ba73165dbb7437fe | | Ours (QuantLoss) | 100 | Not recorded | 6a434d70ba73165dbb7437fe | | Ours (QuantLoss) | 100 | Not recorded | 6a434d70ba73165dbb7437fe | | Ours (QuantLoss) | 100 | Not recorded | 6a434d70ba73165dbb7437fe | | Ours (QuantLoss) | 100 | Not recorded | 6a434d70ba73165dbb7437fe | | Ours | 99.5 | Not recorded | 6a434d70ba73165dbb7437fe | | Ours (QuantLoss) | 99.5 | Not recorded | 6a434d70ba73165dbb7437fe | | LatentTracer | 97.9 | Not recorded | 6a434d70ba73165dbb7437fe | | LatentTracer | 96.3 | Not recorded | 6a434d70ba73165dbb7437fe | | AEDR | 93.6 | Not recorded | 6a434d70ba73165dbb7437fe | | AEDR | 80.7 | Not recorded | 6a434d70ba73165dbb7437fe | | LatentTracer | 66.8 | Not recorded | 6a434d70ba73165dbb7437fe | | AEDR | 59.5 | Not recorded | 6a434d70ba73165dbb7437fe | | AIDE | 50 | Not recorded | 6a434d70ba73165dbb7437fe | | Reconstruction | 39.7 | Not recorded | 6a434d70ba73165dbb7437fe | | AEDR | 28.3 | Not recorded | 6a434d70ba73165dbb7437fe | | Reconstruction | 21.8 | Not recorded | 6a434d70ba73165dbb7437fe | | AIDE | 20 | Not recorded | 6a434d70ba73165dbb7437fe | | Reconstruction | 18.9 | Not recorded | 6a434d70ba73165dbb7437fe | | AIDE | 10 | Not recorded | 6a434d70ba73165dbb7437fe | | D3QE | 6.8 | Not recorded | 6a434d70ba73165dbb7437fe | | LatentTracer | 5.6 | Not recorded | 6a434d70ba73165dbb7437fe | | D3QE | 3.5 | Not recorded | 6a434d70ba73165dbb7437fe | | AEDR | 3 | Not recorded | 6a434d70ba73165dbb7437fe | | D3QE | 2.1 | Not recorded | 6a434d70ba73165dbb7437fe | | Reconstruction | 1.6 | Not recorded | 6a434d70ba73165dbb7437fe | | LatentTracer | 0.2 | Not recorded | 6a434d70ba73165dbb7437fe | | D3QE | 0.1 | Not recorded | 6a434d70ba73165dbb7437fe | | Reconstruction | 0 | Not recorded | 6a434d70ba73165dbb7437fe | | AIDE | 0 | Not recorded | 6a434d70ba73165dbb7437fe | | AIDE | 0 | Not recorded | 6a434d70ba73165dbb7437fe | ### Ours TPR@1%FPR: 100. Result ID: 6a436ebdfbc373592c93700e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target Model":"LlamaGen"}. This record does not assert independent reproduction. ### Ours TPR@1%FPR: 100. Result ID: 6a436ebdfbc373592c937010. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target Model":"VAR"}. This record does not assert independent reproduction. ### Ours TPR@1%FPR: 100. Result ID: 6a436ebdfbc373592c937014. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target Model":"VQDiff"}. This record does not assert independent reproduction. ### Ours (QuantLoss) TPR@1%FPR: 100. Result ID: 6a436ebefbc373592c93709b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"LlamaGen"}. This record does not assert independent reproduction. ### Ours (QuantLoss) TPR@1%FPR: 100. Result ID: 6a436ebefbc373592c93709f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"Taming"}. This record does not assert independent reproduction. ### Ours (QuantLoss) TPR@1%FPR: 100. Result ID: 6a436ebefbc373592c9370a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"VAR"}. This record does not assert independent reproduction. ### Ours (QuantLoss) TPR@1%FPR: 100. Result ID: 6a436ebefbc373592c9370ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"VQDiff"}. This record does not assert independent reproduction. ### Ours TPR@1%FPR: 99.5. Result ID: 6a436ebdfbc373592c937012. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Target Model":"Infinity"}. This record does not assert independent reproduction. ### Ours (QuantLoss) TPR@1%FPR: 99.5. Result ID: 6a436ebefbc373592c9370a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"Infinity"}. This record does not assert independent reproduction. ### LatentTracer TPR@1%FPR: 97.9. Result ID: 6a436ebefbc373592c9370a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"VQDiff"}. This record does not assert independent reproduction. ### LatentTracer TPR@1%FPR: 96.3. Result ID: 6a436ebefbc373592c937099. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"LlamaGen"}. This record does not assert independent reproduction. ### AEDR TPR@1%FPR: 93.6. Result ID: 6a436ebefbc373592c9370aa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"VQDiff"}. This record does not assert independent reproduction. ### AEDR TPR@1%FPR: 80.7. Result ID: 6a436ebefbc373592c93709e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"Taming"}. This record does not assert independent reproduction. ### LatentTracer TPR@1%FPR: 66.8. Result ID: 6a436ebefbc373592c93709d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"Taming"}. This record does not assert independent reproduction. ### AEDR TPR@1%FPR: 59.5. Result ID: 6a436ebefbc373592c93709a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"LlamaGen"}. This record does not assert independent reproduction. ### AIDE TPR@1%FPR: 50. Result ID: 6a436ebefbc373592c937113. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LlamaGen"}. This record does not assert independent reproduction. ### Reconstruction TPR@1%FPR: 39.7. Result ID: 6a436ebefbc373592c937098. [Reporting paper]() Recorded evaluation configuration: {"Original Model":"LlamaGen"}. This record does not assert independent reproduction. ### AEDR TPR@1%FPR: 28.3. Result ID: 6a436ebefbc373592c9370a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"VAR"}. This record does not assert independent reproduction. ### Reconstruction TPR@1%FPR: 21.8. Result ID: 6a436ebefbc373592c9370a8. [Reporting paper]() Recorded evaluation configuration: {"Original Model":"VQDiff"}. This record does not assert independent reproduction. ### AIDE TPR@1%FPR: 20. Result ID: 6a436ebefbc373592c937114. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Taming"}. This record does not assert independent reproduction. ### Reconstruction TPR@1%FPR: 18.9. Result ID: 6a436ebefbc373592c93709c. [Reporting paper]() Recorded evaluation configuration: {"Original Model":"Taming"}. This record does not assert independent reproduction. ### AIDE TPR@1%FPR: 10. Result ID: 6a436ebefbc373592c937115. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"VAR"}. This record does not assert independent reproduction. ### D3QE TPR@1%FPR: 6.8. Result ID: 6a436ebdfbc373592c93700d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Target Model":"LlamaGen"}. This record does not assert independent reproduction. ### LatentTracer TPR@1%FPR: 5.6. Result ID: 6a436ebefbc373592c9370a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"VAR"}. This record does not assert independent reproduction. ### D3QE TPR@1%FPR: 3.5. Result ID: 6a436ebdfbc373592c93700f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Target Model":"VAR"}. This record does not assert independent reproduction. ### AEDR TPR@1%FPR: 3. Result ID: 6a436ebefbc373592c9370a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"Infinity"}. This record does not assert independent reproduction. ### D3QE TPR@1%FPR: 2.1. Result ID: 6a436ebdfbc373592c937013. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Target Model":"VQDiff"}. This record does not assert independent reproduction. ### Reconstruction TPR@1%FPR: 1.6. Result ID: 6a436ebefbc373592c9370a0. [Reporting paper]() Recorded evaluation configuration: {"Original Model":"VAR"}. This record does not assert independent reproduction. ### LatentTracer TPR@1%FPR: 0.2. Result ID: 6a436ebefbc373592c9370a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Original Model":"Infinity"}. This record does not assert independent reproduction. ### D3QE TPR@1%FPR: 0.1. Result ID: 6a436ebdfbc373592c937011. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Target Model":"Infinity"}. This record does not assert independent reproduction. ### Reconstruction TPR@1%FPR: 0. Result ID: 6a436ebefbc373592c9370a4. [Reporting paper]() Recorded evaluation configuration: {"Original Model":"Infinity"}. This record does not assert independent reproduction. ### AIDE TPR@1%FPR: 0. Result ID: 6a436ebefbc373592c937116. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Infinity"}. This record does not assert independent reproduction. ### AIDE TPR@1%FPR: 0. Result ID: 6a436ebefbc373592c937117. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"VQ-Diffusion"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.