Model
Qwen3.5 4B
Alibaba · open weights
Knowledge & Reasoning
Knowledge & Reasoning| Benchmark | Score | Metric | Harness | Source | Confidence | Link |
|---|---|---|---|---|---|---|
| HouseholdBench | 1.3 | relmae | N/A | Independent | medium | arxiv.org |
| LLM4Impact Dataset | 1.6 | rmse | zero-shot | Independent | medium | arxiv.org |
| RoleCapBench | 0.9 | accuracy | N/A | Independent | medium | arxiv.org |
Math
Math| Benchmark | Score | Metric | Harness | Source | Confidence | Link |
|---|---|---|---|---|---|---|
| GraphDecide | 99.7 | accuracy | N/A | Independent | medium | arxiv.org |
Coding
Coding| Benchmark | Score | Metric | Harness | Source | Confidence | Link |
|---|---|---|---|---|---|---|
| ChartRevise | 93.8 | exact-edit_rate | N/A | Independent | medium | arxiv.org |
| Closed-loop evaluation benchmark for embedded coding agents | 13.3 | pass_rate | N/A | Independent | medium | arxiv.org |
| Mobility Data Engineering Benchmark | 37.3 | success_rate | N/A | Independent | medium | arxiv.org |
Agentic / Tool Use
Agentic / Tool Use| Benchmark | Score | Metric | Harness | Source | Confidence | Link |
|---|---|---|---|---|---|---|
| SearchDecision-Bench | 78.4 | accuracy | N/A | Independent | medium | arxiv.org |
Multimodal
Multimodal| Benchmark | Score | Metric | Harness | Source | Confidence | Link |
|---|---|---|---|---|---|---|
| DSV-Mem | 3.3 | accuracy | N/A | Independent | medium | arxiv.org |
| NextAct | 0.3 | embedding_score | N/A | Independent | medium | arxiv.org |
| SpaceCast-Bench | 33.7 | accuracy | N/A | Independent | medium | arxiv.org |
| SpaceConflict | 55.8 | accuracy | N/A | Independent | medium | arxiv.org |
Safety & Alignment
Safety & Alignment| Benchmark | Score | Metric | Harness | Source | Confidence | Link |
|---|---|---|---|---|---|---|
| Unified Misuse Monitoring Benchmark | 0.9 | auc | N/A | Independent | medium | arxiv.org |
Multilingual
Multilingual| Benchmark | Score | Metric | Harness | Source | Confidence | Link |
|---|---|---|---|---|---|---|
| HakemBench | 0.7 | composite | N/A | Independent | medium | arxiv.org |
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