Individual benchmark scores plotted by date.
| Organisation | Model | Reported | Top Score | Info | Self Reported | Source |
|---|---|---|---|---|---|---|
| Seed 2.0 Pro | 14 Feb 2026 | 81.80 | Seed2 official benchmark table | MUIRBench | Yes | Source | |
| Qwen 3 VL 32B Thinking | - | 80.30 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 VL 235B A22B Thinking | - | 80.10 | LLM Stats (ZeroEval) | Yes | Source | |
| Seed 2.0 Mini | 14 Feb 2026 | 78.00 | Seed2 official benchmark table | MUIRBench | Yes | Source | |
| Qwen 3 VL 30B A3B Thinking | - | 77.60 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 8B | - | 76.80 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen3-vl-8b-thinking (score=0.4600; benches=50) | Yes | Source | |
| Qwen 3 Embedding 8B | - | 76.80 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-8b-thinking (score=0.3850; benches=50) | Yes | Source | |
| Qwen 3 Guard Gen 8B | - | 76.80 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-8b-thinking (score=0.3400; benches=50) | Yes | Source | |
| Qwen 3 Guard Stream 8B | - | 76.80 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-8b-thinking (score=0.3371; benches=50) | Yes | Source | |
| Qwen 3 Reranker 8B | - | 76.80 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-8b-thinking (score=0.3850; benches=50) | Yes | Source | |
| Qwen 3 VL 8B Thinking | - | 76.80 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 VL Embedding 8B | - | 76.80 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen3-vl-8b-thinking (score=0.5232; benches=50) | Yes | Source | |
| Qwen 3 VL Reranker 8B | - | 76.80 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen3-vl-8b-thinking (score=0.5275; benches=50) | Yes | Source | |
| Seed 2.0 Lite | 14 Feb 2026 | 76.20 | Seed2 official benchmark table | MUIRBench | Yes | Source | |
| Qwen 3 4B Instruct 2507 | - | 75.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-4b-thinking (score=0.3462; benches=48) | Yes | Source | |
| Qwen 3 4B SafeRL | - | 75.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-4b-thinking (score=0.3850; benches=48) | Yes | Source | |
| Qwen 3 4B Thinking 2507 | - | 75.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-4b-thinking (score=0.3462; benches=48) | Yes | Source | |
| Qwen 3 Embedding 4B | - | 75.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-4b-thinking (score=0.3850; benches=48) | Yes | Source | |
| Qwen 3 Guard Gen 4B | - | 75.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-4b-thinking (score=0.3400; benches=48) | Yes | Source | |
| Qwen 3 Guard Stream 4B | - | 75.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-4b-thinking (score=0.3371; benches=48) | Yes | Source | |
| Qwen 3 Reranker 4B | - | 75.00 | LLM Stats (ZeroEval) | inferred family alias from qwen3-vl-4b-thinking (score=0.3850; benches=48) | Yes | Source | |
| Qwen 3 VL 4B Thinking | - | 75.00 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 VL 235B A22B Instruct | - | 72.80 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 VL 32B Instruct | - | 72.80 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 VL 8B Instruct | - | 64.40 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 VL 4B Instruct | - | 63.80 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 3 VL 30B A3B Instruct | - | 62.90 | LLM Stats (ZeroEval) | Yes | Source | |
| Qwen 2.5 Coder 3B | - | 59.20 | LLM Stats (ZeroEval) | inferred family alias from qwen2.5-omni-7b (score=0.3000; benches=45) | Yes | Source | |
| Qwen 2.5 Coder 7B | - | 59.20 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen2.5-omni-7b (score=0.4700; benches=45) | Yes | Source | |
| Qwen 2.5 Math 7B | - | 59.20 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen2.5-omni-7b (score=0.4767; benches=45) | Yes | Source | |
| Qwen 2.5 Math 7B PRM800K | - | 59.20 | LLM Stats (ZeroEval) | inferred family alias from qwen2.5-omni-7b (score=0.3696; benches=45) | Yes | Source | |
| Qwen 2.5 Math PRM 7B | - | 59.20 | LLM Stats (ZeroEval) | inferred family alias from qwen2.5-omni-7b (score=0.4092; benches=45) | Yes | Source | |
| Qwen 2.5 Omni 3B | - | 59.20 | LLM Stats (ZeroEval) | inferred high-confidence family alias from qwen2.5-omni-7b (score=0.4933; benches=45) | Yes | Source | |
| Qwen 2.5 Omni 7B | - | 59.20 | LLM Stats (ZeroEval) | Yes | Source |
