# Persuasive Technique Classification on INDI-PROP CAA Source: [Persuasive Technique Classification on INDI-PROP CAA]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:52:45.286Z Evaluation of model performance on classifying persuasive techniques within the INDI-PROP CAA dataset, measured using Micro/Macro/Weighted Precision, Recall, and F1 scores. 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 | Persuasive Technique Classification | | Dataset (including any stated split) | INDI-PROP CAA | | Metric | Micro Precision | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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 - [Micro Precision](): Higher is better; unit: PERCENT. - [Micro Recall](): Higher is better; unit: PERCENT. - [Micro F1 Score](): Higher is better; unit: PERCENT. - [Macro Precision](): Higher is better; unit: PERCENT. - [Macro Recall](): Higher is better; unit: PERCENT. - [Macro F1 Score](): Higher is better; unit: PERCENT. - [Weighted Precision](): Higher is better; unit: PERCENT. - [Weighted Recall](): Higher is better; unit: PERCENT. - [Weighted F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Micro Precision | Result date | Report paper | | --- | --- | --- | --- | | BERT | 76.6 | Not recorded | 69311574d6b0dd3342933a83 | | DistillBERT | 76.6 | Not recorded | 69311574d6b0dd3342933a83 | | RoBERTa | 74.9 | Not recorded | 69311574d6b0dd3342933a83 | | DeBERTa | 73 | Not recorded | 69311574d6b0dd3342933a83 | | FANTA | 73 | Not recorded | 69311574d6b0dd3342933a83 | | TPTC – GPT-4o-mini | 72.8 | Not recorded | 69311574d6b0dd3342933a83 | | DeBERTa | 71.3 | Not recorded | 69311574d6b0dd3342933a83 | | RoBERTa | 70.5 | Not recorded | 69311574d6b0dd3342933a83 | | DistillBERT | 69.9 | Not recorded | 69311574d6b0dd3342933a83 | | BERT | 68.9 | Not recorded | 69311574d6b0dd3342933a83 | | FANTA | 67 | Not recorded | 69311574d6b0dd3342933a83 | | FANTA | 53 | Not recorded | 69311574d6b0dd3342933a83 | | FANTA | 52 | Not recorded | 69311574d6b0dd3342933a83 | | GPT-4o-mini | 47.3 | Not recorded | 69311574d6b0dd3342933a83 | | TPTC – Gemma | 44 | Not recorded | 69311574d6b0dd3342933a83 | | GPT-4o-mini | 37.4 | Not recorded | 69311574d6b0dd3342933a83 | | TPTC – Mistral | 25 | Not recorded | 69311574d6b0dd3342933a83 | | GPT-4o-mini | 21 | Not recorded | 69311574d6b0dd3342933a83 | | GPT-4o-mini | 20.8 | Not recorded | 69311574d6b0dd3342933a83 | ### BERT Micro Precision: 76.6. Result ID: 6996cf275698665ec41b312d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DistillBERT Micro Precision: 76.6. Result ID: 6996cf275698665ec41b312e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RoBERTa Micro Precision: 74.9. Result ID: 6996cf275698665ec41b311a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"RoBERTa"}. This record does not assert independent reproduction. ### DeBERTa Micro Precision: 73. Result ID: 6996cf275698665ec41b311d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"DeBERTa"}. This record does not assert independent reproduction. ### FANTA Micro Precision: 73. Result ID: 6996cf275698665ec41b3132. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Mistral"}. This record does not assert independent reproduction. ### TPTC – GPT-4o-mini Micro Precision: 72.8. Result ID: 6996cf275698665ec41b3122. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"TPTC","Backbone":"GPT-4o-mini"}. This record does not assert independent reproduction. ### DeBERTa Micro Precision: 71.3. Result ID: 6996cf275698665ec41b312f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RoBERTa Micro Precision: 70.5. Result ID: 6996cf275698665ec41b312c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DistillBERT Micro Precision: 69.9. Result ID: 6996cf275698665ec41b311c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"DistillBERT"}. This record does not assert independent reproduction. ### BERT Micro Precision: 68.9. Result ID: 6996cf275698665ec41b311b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"BERT"}. This record does not assert independent reproduction. ### FANTA Micro Precision: 67. Result ID: 6996cf275698665ec41b3134. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GPT-4o-mini"}. This record does not assert independent reproduction. ### FANTA Micro Precision: 53. Result ID: 6996cf275698665ec41b3133. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Gemma"}. This record does not assert independent reproduction. ### FANTA Micro Precision: 52. Result ID: 6996cf275698665ec41b3135. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GPT-4o-mini","Variant":"Concise"}. This record does not assert independent reproduction. ### GPT-4o-mini Micro Precision: 47.3. Result ID: 6996cf275698665ec41b3130. [Reporting paper]() Recorded evaluation configuration: {"Prompt Settings":"Zero-Shot"}. This record does not assert independent reproduction. ### TPTC – Gemma Micro Precision: 44. Result ID: 6996cf275698665ec41b3121. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"TPTC","Backbone":"Gemma"}. This record does not assert independent reproduction. ### GPT-4o-mini Micro Precision: 37.4. Result ID: 6996cf275698665ec41b3131. [Reporting paper]() Recorded evaluation configuration: {"Prompt Settings":"Few-Shot"}. This record does not assert independent reproduction. ### TPTC – Mistral Micro Precision: 25. Result ID: 6996cf275698665ec41b3120. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"TPTC","Backbone":"Mistral"}. This record does not assert independent reproduction. ### GPT-4o-mini Micro Precision: 21. Result ID: 6996cf275698665ec41b311f. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Few-Shot","Backbone":"GPT-4o-mini"}. This record does not assert independent reproduction. ### GPT-4o-mini Micro Precision: 20.8. Result ID: 6996cf275698665ec41b311e. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Zero-Shot","Backbone":"GPT-4o-mini"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.