# Tool-use Reasoning on ShopTrajQA 64k context Source: [Tool-use Reasoning on ShopTrajQA 64k context]() Collection index: [llms.txt]() Data updated: 2026-06-09T07:23:08.208Z Evaluation of model performance on Tool-use Reasoning capabilities using the ShopTrajQA 64k 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 64k context | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 | | --- | --- | --- | --- | | Qwen3-4B-SFT-RLVR | 60.1 | Not recorded | 6a279df790966ade919bf60d | | gpt-oss-120B | 57.2 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-1.7B-SFT-RLVR | 51 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-4B | 47.6 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-4B-SFT | 41 | Not recorded | 6a279df790966ade919bf60d | | gpt-oss-120B | 35.5 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-1.7B-SFT | 27.7 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-Coder-30B | 24.7 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-Coder-30B | 22.4 | Not recorded | 6a279df790966ade919bf60d | | gpt-oss-20B | 21.4 | Not recorded | 6a279df790966ade919bf60d | | gpt-oss-20B | 18.8 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-1.7B | 14.7 | Not recorded | 6a279df790966ade919bf60d | | Qwen3-4B | 9.3 | Not recorded | 6a279df790966ade919bf60d | ### Qwen3-4B-SFT-RLVR Accuracy: 60.1. Result ID: 6a27beeffbc373592c241938. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Stage":"SFT-RLVR"}. This record does not assert independent reproduction. ### gpt-oss-120B Accuracy: 57.2. Result ID: 6a27beeffbc373592c241930. [Reporting paper]() Recorded evaluation configuration: {"Inference Mode":"pure text"}. This record does not assert independent reproduction. ### Qwen3-1.7B-SFT-RLVR Accuracy: 51. Result ID: 6a27beeffbc373592c241934. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Stage":"SFT-RLVR"}. This record does not assert independent reproduction. ### Qwen3-4B Accuracy: 47.6. Result ID: 6a27beeffbc373592c241935. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Mode":"pure text"}. This record does not assert independent reproduction. ### Qwen3-4B-SFT Accuracy: 41. Result ID: 6a27beeffbc373592c241937. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Stage":"SFT"}. This record does not assert independent reproduction. ### gpt-oss-120B Accuracy: 35.5. Result ID: 6a27beeffbc373592c241931. [Reporting paper]() Recorded evaluation configuration: {"Inference Mode":"tool-calling"}. This record does not assert independent reproduction. ### Qwen3-1.7B-SFT Accuracy: 27.7. Result ID: 6a27beeffbc373592c241933. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Stage":"SFT"}. This record does not assert independent reproduction. ### Qwen3-Coder-30B Accuracy: 24.7. Result ID: 6a27beeffbc373592c24192e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Mode":"pure text"}. This record does not assert independent reproduction. ### Qwen3-Coder-30B Accuracy: 22.4. Result ID: 6a27beeffbc373592c24192f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Mode":"tool-calling"}. This record does not assert independent reproduction. ### gpt-oss-20B Accuracy: 21.4. Result ID: 6a27beeffbc373592c24192c. [Reporting paper]() Recorded evaluation configuration: {"Inference Mode":"pure text"}. This record does not assert independent reproduction. ### gpt-oss-20B Accuracy: 18.8. Result ID: 6a27beeffbc373592c24192d. [Reporting paper]() Recorded evaluation configuration: {"Inference Mode":"tool-calling"}. This record does not assert independent reproduction. ### Qwen3-1.7B Accuracy: 14.7. Result ID: 6a27beeffbc373592c241932. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Inference Mode":"tool-calling"}. This record does not assert independent reproduction. ### Qwen3-4B Accuracy: 9.3. Result ID: 6a27beeffbc373592c241936. [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.