# Slot Filling on ARW

Source: [Slot Filling on ARW](<https://www.sota2.com/research/sota/slot-filling-on-arw>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:38:51.761Z

Evaluation of Slot Filling performance on the ARW dataset, measured by EO, CT, RC, and related delta/accuracy metrics.

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) | ARW |
| Metric | CT |
| Unit | SCALAR |
| Direction | Lower 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

- [CT](<https://www.sota2.com/research/sota/slot-filling-on-arw.md?metric=CT>): Lower is better; unit: SCALAR.

- [EO](<https://www.sota2.com/research/sota/slot-filling-on-arw.md?metric=EO>): Lower is better; unit: SCALAR.

- [RC](<https://www.sota2.com/research/sota/slot-filling-on-arw.md?metric=RC>): Higher is better; unit: SCALAR.

- [EO Delta 1](<https://www.sota2.com/research/sota/slot-filling-on-arw.md?metric=EO%20Delta%201>): Lower is better; unit: SCALAR.

- [EO Delta 2](<https://www.sota2.com/research/sota/slot-filling-on-arw.md?metric=EO%20Delta%202>): Lower is better; unit: SCALAR.

- [RCA 1](<https://www.sota2.com/research/sota/slot-filling-on-arw.md?metric=RCA%201>): Higher is better; unit: SCALAR.

- [RCA 2](<https://www.sota2.com/research/sota/slot-filling-on-arw.md?metric=RCA%202>): Higher is better; unit: SCALAR.

## Recorded results

| Method | CT | Result date | Report paper |
| --- | --- | --- | --- |
| TAPIR-Trf | 0.004 | Not recorded | 68fa6f6c1e209131cea45774 |
| TAPIR-Trf | 0.008 | Not recorded | 68fa6f6c1e209131cea45774 |
| TAPIR-LT | 0.01 | Not recorded | 68fa6f6c1e209131cea45774 |
| TAPIR-LT | 0.012 | Not recorded | 68fa6f6c1e209131cea45774 |
| TAPIR-Trf | 0.019 | Not recorded | 68fa6f6c1e209131cea45774 |
| TAPIR-LT | 0.019 | Not recorded | 68fa6f6c1e209131cea45774 |
| Reference Model | 0.041 | Not recorded | 68fa6f6c1e209131cea45774 |

### TAPIR-Trf

CT: 0.004. Result ID: 6990bca93a6c31484902ddc0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f6c1e209131cea45774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f6c1e209131cea45774.md>)

[Implementation](<https://github.com/pkhdipraja/tapir>)

Recorded evaluation configuration: {"Delay steps (Δt)":2}. This record does not assert independent reproduction.

### TAPIR-Trf

CT: 0.008. Result ID: 6990bca93a6c31484902ddbf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f6c1e209131cea45774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f6c1e209131cea45774.md>)

[Implementation](<https://github.com/pkhdipraja/tapir>)

Recorded evaluation configuration: {"Delay steps (Δt)":1}. This record does not assert independent reproduction.

### TAPIR-LT

CT: 0.01. Result ID: 6990bca93a6c31484902ddc2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f6c1e209131cea45774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f6c1e209131cea45774.md>)

[Implementation](<https://github.com/pkhdipraja/tapir>)

Recorded evaluation configuration: {"Delay steps (Δt)":1}. This record does not assert independent reproduction.

### TAPIR-LT

CT: 0.012. Result ID: 6990bca93a6c31484902ddc3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f6c1e209131cea45774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f6c1e209131cea45774.md>)

[Implementation](<https://github.com/pkhdipraja/tapir>)

Recorded evaluation configuration: {"Delay steps (Δt)":2}. This record does not assert independent reproduction.

### TAPIR-Trf

CT: 0.019. Result ID: 6990bca93a6c31484902ddbe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f6c1e209131cea45774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f6c1e209131cea45774.md>)

[Implementation](<https://github.com/pkhdipraja/tapir>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### TAPIR-LT

CT: 0.019. Result ID: 6990bca93a6c31484902ddc1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f6c1e209131cea45774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f6c1e209131cea45774.md>)

[Implementation](<https://github.com/pkhdipraja/tapir>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Reference Model

CT: 0.041. Result ID: 6990bca93a6c31484902ddbd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f6c1e209131cea45774.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ab1e209131cea57bd2.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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