# Tool-use Reasoning on ShopTrajQA 32k context Source: [Tool-use Reasoning on ShopTrajQA 32k context]() Collection index: [llms.txt]() Data updated: 2026-06-09T07:23:08.168Z Evaluation of model performance on Tool-use Reasoning capabilities using the ShopTrajQA 32k context dataset, measured by accuracy. 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 | Tool-use Reasoning | | Dataset (including any stated split) | ShopTrajQA 32k context | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | gpt-oss-120B | 62.6 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-4B-SFT-RLVR | 62.5 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-1.7B-SFT-RLVR | 59.2 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-4B | 48 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-Coder-30B | 38.4 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-4B-SFT | 36.4 | Not recorded | 6a279df790966ade919bf60d | | gpt-oss-120B | 28.7 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-1.7B-SFT | 28.1 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-Coder-30B | 25 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-1.7B | 23 | Not recorded | 6a279df790966ade919bf60d | | gpt-oss-20B | 22.3 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-1.7B | 17.3 | Not recorded | 6a279df790966ade919bf60d | | gpt-oss-20B | 17.1 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-4B | 13.8 | Not recorded | 6a279df790966ade919bf60d | ### gpt-oss-120B Accuracy: 62.6. Result ID: 6a27beeffbc373592c241922. [Reporting paper]() Recorded evaluation configuration: {"Inference Mode":"pure text"}. This record does not assert independent reproduction. ### Qwen3-4B-SFT-RLVR Accuracy: 62.5. Result ID: 6a27beeffbc373592c24192b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Stage":"SFT-RLVR"}. This record does not assert independent reproduction. ### Qwen3-1.7B-SFT-RLVR Accuracy: 59.2. Result ID: 6a27beeffbc373592c241927. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Stage":"SFT-RLVR"}. This record does not assert independent reproduction. ### Qwen3-4B Accuracy: 48. Result ID: 6a27beeffbc373592c241928. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Mode":"pure text"}. This record does not assert independent reproduction. ### Qwen3-Coder-30B Accuracy: 38.4. Result ID: 6a27beeffbc373592c241920. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Mode":"pure text"}. This record does not assert independent reproduction. ### Qwen3-4B-SFT Accuracy: 36.4. Result ID: 6a27beeffbc373592c24192a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Stage":"SFT"}. This record does not assert independent reproduction. ### gpt-oss-120B Accuracy: 28.7. Result ID: 6a27beeffbc373592c241923. [Reporting paper]() Recorded evaluation configuration: {"Inference Mode":"tool-calling"}. This record does not assert independent reproduction. ### Qwen3-1.7B-SFT Accuracy: 28.1. Result ID: 6a27beeffbc373592c241926. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Stage":"SFT"}. This record does not assert independent reproduction. ### Qwen3-Coder-30B Accuracy: 25. Result ID: 6a27beeffbc373592c241921. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Mode":"tool-calling"}. This record does not assert independent reproduction. ### Qwen3-1.7B Accuracy: 23. Result ID: 6a27beeffbc373592c241924. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Mode":"pure text"}. This record does not assert independent reproduction. ### gpt-oss-20B Accuracy: 22.3. Result ID: 6a27beeffbc373592c24191e. [Reporting paper]() Recorded evaluation configuration: {"Inference Mode":"pure text"}. This record does not assert independent reproduction. ### Qwen3-1.7B Accuracy: 17.3. Result ID: 6a27beeffbc373592c241925. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Mode":"tool-calling"}. This record does not assert independent reproduction. ### gpt-oss-20B Accuracy: 17.1. Result ID: 6a27beeffbc373592c24191f. [Reporting paper]() Recorded evaluation configuration: {"Inference Mode":"tool-calling"}. This record does not assert independent reproduction. ### Qwen3-4B Accuracy: 13.8. Result ID: 6a27beeffbc373592c241929. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Mode":"tool-calling"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.