# Slot Filling on Movie Source: [Slot Filling on Movie]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:39:53.458Z Evaluation of Slot Filling performance on the Movie 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 | Slot Filling | | Dataset (including any stated split) | Movie | | Metric | Correct Turn | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [Correct Turn](): Higher is better; unit: PERCENT. - [Entity Overlap](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [EO Delta 1](): Higher is better; unit: PERCENT. - [EO Delta 2](): Higher is better; unit: PERCENT. - [RCA1 (Requested Slot Accuracy 1)](): Higher is better; unit: PERCENT. - [RCA2 (Requested Slot Accuracy 2)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Correct Turn | Result date | Report paper | | --- | --- | --- | --- | | Reference Model | 21.5 | Not recorded | 68fa6f6c1e209131cea45774 | | TAPIR-LT | 5.3 | Not recorded | 68fa6f6c1e209131cea45774 | | TAPIR-Trf | 4.9 | Not recorded | 68fa6f6c1e209131cea45774 | | TAPIR-LT | 4.1 | Not recorded | 68fa6f6c1e209131cea45774 | | TAPIR-LT | 3.3 | Not recorded | 68fa6f6c1e209131cea45774 | | TAPIR-Trf | 2.8 | Not recorded | 68fa6f6c1e209131cea45774 | | TAPIR-Trf | 2.1 | Not recorded | 68fa6f6c1e209131cea45774 | ### Reference Model Correct Turn: 21.5. Result ID: 6990bca93a6c31484902ddc4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TAPIR-LT Correct Turn: 5.3. Result ID: 6990bca93a6c31484902ddc8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TAPIR-Trf Correct Turn: 4.9. Result ID: 6990bca93a6c31484902ddc5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TAPIR-LT Correct Turn: 4.1. Result ID: 6990bca93a6c31484902ddc9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Delay steps (Δt)":1}. This record does not assert independent reproduction. ### TAPIR-LT Correct Turn: 3.3. Result ID: 6990bca93a6c31484902ddca. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Delay steps (Δt)":2}. This record does not assert independent reproduction. ### TAPIR-Trf Correct Turn: 2.8. Result ID: 6990bca93a6c31484902ddc6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Delay steps (Δt)":1}. This record does not assert independent reproduction. ### TAPIR-Trf Correct Turn: 2.1. Result ID: 6990bca93a6c31484902ddc7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Delay steps (Δt)":2}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.