# Multi-turn financial advisory dialogue on Conv-FinRe (10 users x 23 steps each)

Source: [Multi-turn financial advisory dialogue on Conv-FinRe (10 users x 23 steps each)](<https://www.sota2.com/research/sota/multi-turn-financial-advisory-dialogue-on-conv-finre-10-users-x-23-steps-each>)

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

Data updated: 2026-03-16T09:41:57.051Z

Evaluation of model performance on the Conv-FinRe dataset, focusing on multi-turn financial advisory dialogue capabilities, measured using NDCG, UPR, D\_bar, SVR\_s, Sev. SVR, and MDR.

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 | Multi-turn financial advisory dialogue |
| Dataset (including any stated split) | Conv-FinRe (10 users x 23 steps each) |
| Metric | NDCG |
| Unit | SCALAR |
| 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

- [NDCG](<https://www.sota2.com/research/sota/multi-turn-financial-advisory-dialogue-on-conv-finre-10-users-x-23-steps-each.md?metric=NDCG>): Higher is better; unit: SCALAR.

- [UPR](<https://www.sota2.com/research/sota/multi-turn-financial-advisory-dialogue-on-conv-finre-10-users-x-23-steps-each.md?metric=UPR>): Higher is better; unit: SCALAR.

- [D\_bar](<https://www.sota2.com/research/sota/multi-turn-financial-advisory-dialogue-on-conv-finre-10-users-x-23-steps-each.md?metric=D_bar>): Higher is better; unit: SCALAR.

- [SVR\_s](<https://www.sota2.com/research/sota/multi-turn-financial-advisory-dialogue-on-conv-finre-10-users-x-23-steps-each.md?metric=SVR_s>): Higher is better; unit: SCALAR.

- [Sev. SVR](<https://www.sota2.com/research/sota/multi-turn-financial-advisory-dialogue-on-conv-finre-10-users-x-23-steps-each.md?metric=Sev.%20SVR>): Higher is better; unit: SCALAR.

- [MDR](<https://www.sota2.com/research/sota/multi-turn-financial-advisory-dialogue-on-conv-finre-10-users-x-23-steps-each.md?metric=MDR>): Lower is better; unit: PERCENT.

## Recorded results

| Method | NDCG | Result date | Report paper |
| --- | --- | --- | --- |
| Claude Sonnet 4.6 | 0.744 | Not recorded | 69b78e560636e5bf4afbd9e8 |
| GPT-5.2 | 0.728 | Not recorded | 69b78e560636e5bf4afbd9e8 |
| Qwen3-32B | 0.692 | Not recorded | 69b78e560636e5bf4afbd9e8 |
| Mistral Large 3 | 0.691 | Not recorded | 69b78e560636e5bf4afbd9e8 |
| Ministral 3 14B | 0.656 | Not recorded | 69b78e560636e5bf4afbd9e8 |
| Qwen2.5-7B | 0.654 | Not recorded | 69b78e560636e5bf4afbd9e8 |
| Gemma 3 12B-IT | 0.651 | Not recorded | 69b78e560636e5bf4afbd9e8 |

### Claude Sonnet 4.6

NDCG: 0.744. Result ID: 69b7d06247f34ce9249fe37b.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e560636e5bf4afbd9e8.md>)

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

### GPT-5.2

NDCG: 0.728. Result ID: 69b7d06247f34ce9249fe37a.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e560636e5bf4afbd9e8.md>)

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

### Qwen3-32B

NDCG: 0.692. Result ID: 69b7d06247f34ce9249fe377.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e560636e5bf4afbd9e8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

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

### Mistral Large 3

NDCG: 0.691. Result ID: 69b7d06247f34ce9249fe37d.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e560636e5bf4afbd9e8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69672325e25ad2fa9d1ec218.md>)

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

### Ministral 3 14B

NDCG: 0.656. Result ID: 69b7d06247f34ce9249fe37c.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e560636e5bf4afbd9e8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69672325e25ad2fa9d1ec218.md>)

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

### Qwen2.5-7B

NDCG: 0.654. Result ID: 69b7d06247f34ce9249fe378.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e560636e5bf4afbd9e8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767e1e209131cea6d6a7.md>)

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

### Gemma 3 12B-IT

NDCG: 0.651. Result ID: 69b7d06247f34ce9249fe379.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e560636e5bf4afbd9e8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746cd.md>)

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

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