Summarization on FeedSum
4.09ScomGPT4o
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| GPT4oCriteria=Com↑2026.04 | 4.09 | 4 | 3.99 | 0 | 97 | — | — | — | |
| GPT4ominiCriteria=Com↑2026.04 | 4.08 | 4.03 | 4 | 0 | 97 | — | — | — | |
| GPT4-turboCriteria=Com↑2026.04 | 3.91 | 4.02 | 3.88 | -0.06 | 98 | — | — | — | |
| GeminiCriteria=Com↑2026.04 | 3.7 | 3.86 | 3.69 | -0.29 | 95 | — | — | — | |
| GPT4oCriteria=Bal2026.04 | 3.67 | 4.15 | 3.82 | -0.15 | 98 | — | — | — | |
| GPT4ominiCriteria=Bal2026.04 | 3.63 | 4.16 | 3.79 | -0.17 | 99 | — | — | — | |
| LLaMA*Criteria=Com↑2026.04 | 3.54 | 3.87 | 3.63 | -0.12 | 91 | — | — | — | |
| GPT4-turboCriteria=Bal2026.04 | 3.52 | 4.08 | 3.68 | -0.19 | 98 | — | — | — | |
| LLaMACriteria=Com↑2026.04 | 3.51 | 3.92 | 3.62 | -0.23 | 88 | — | — | — | |
| Qwen*Criteria=Com↑2026.04 | 3.48 | 3.99 | 3.64 | -0.26 | 91 | — | — | — | |
| MistralCriteria=Com↑2026.04 | 3.47 | 4 | 3.64 | -0.25 | 92 | — | — | — | |
| SummLLaMACriteria=Com↑2026.04 | 3.43 | 3.66 | 3.46 | -0.17 | 94 | — | — | — | |
| GPT4ominiCriteria=Con↑2026.04 | 3.32 | 4.13 | 3.58 | 0.26 | 98 | 98 | — | — | |
| GPT4oCriteria=Con↑2026.04 | 3.29 | 4.14 | 3.57 | 0.27 | 98 | 98 | — | — | |
| Mistral*Criteria=Com↑2026.04 | 3.26 | 3.89 | 3.47 | -0.2 | 91 | — | — | — | |
| MistralCriteria=Bal2026.04 | 3.24 | 3.98 | 3.49 | -0.32 | 92 | — | — | — | |
| LLaMA*Criteria=Bal2026.04 | 3.19 | 3.89 | 3.42 | -0.24 | 90 | — | — | — | |
| GeminiCriteria=Bal2026.04 | 3.18 | 3.96 | 3.43 | -0.47 | 95 | — | — | — | |
| Qwen*Criteria=Bal2026.04 | 3.13 | 3.95 | 3.4 | -0.36 | 90 | — | — | — | |
| GPT4-turboCriteria=Con↑2026.04 | 3.11 | 4.05 | 3.41 | 0.33 | 98 | 98 | — | — | |
| QwenCriteria=Com↑2026.04 | 3.1 | 4 | 3.4 | -0.3 | 90 | — | — | — | |
| LLaMACriteria=Bal2026.04 | 3.06 | 3.94 | 3.35 | -0.38 | 88 | — | — | — | |
| MistralCriteria=Con↑2026.04 | 3.02 | 3.94 | 3.33 | 0.22 | 92 | 92 | — | — | |
| Mistral*Criteria=Bal2026.04 | 2.93 | 3.96 | 3.29 | -0.34 | 93 | — | — | — | |
| QwenCriteria=Bal2026.04 | 2.87 | 3.95 | 3.23 | -0.37 | 90 | — | — | — | |
| LLaMA*Criteria=Con↑2026.04 | 2.86 | 3.9 | 3.22 | 0.35 | 91 | 91 | — | — | |
| SummLLaMACriteria=Bal2026.04 | 2.84 | 3.82 | 3.18 | -0.42 | 95 | — | — | — | |
| Qwen*Criteria=Con↑2026.04 | 2.82 | 3.89 | 3.17 | 0.27 | 91 | 91 | — | — | |
| GeminiCriteria=Con↑2026.04 | 2.82 | 3.94 | 3.18 | 0.16 | 95 | 95 | — | — | |
| LLaMACriteria=Con↑2026.04 | 2.79 | 3.95 | 3.18 | 0.3 | 91 | 89 | — | — | |
| Mistral*Criteria=Con↑2026.04 | 2.66 | 3.83 | 3.06 | 0.41 | 92 | 92 | — | — | |
| QwenCriteria=Con↑2026.04 | 2.5 | 3.93 | 2.98 | 0.49 | 91 | 90 | — | — | |
| SummLLaMACriteria=Con↑2026.04 | 2.4 | 3.86 | 2.88 | 0.42 | 94 | 94 | — | — | |
| GPT4-turboCriteria=Com↑2026.04 | 0.88 | 0.61 | 0.69 | 0.42 | — | — | 77 | 18 | |
| GPT4-turboCriteria=Bal2026.04 | 0.86 | 0.81 | 0.81 | 0.07 | — | — | 95 | — | |
| GeminiCriteria=Com↑2026.04 | 0.86 | 0.45 | 0.57 | 0.71 | — | — | 86 | 3 | |
| GPT4ominiCriteria=Com↑2026.04 | 0.83 | 0.48 | 0.58 | 0.6 | — | — | 84 | 4 | |
| GPT4oCriteria=Com↑2026.04 | 0.82 | 0.47 | 0.57 | 0.62 | — | — | 85 | 6 | |
| GPT4ominiCriteria=Bal2026.04 | 0.78 | 0.62 | 0.66 | 0.29 | — | — | 89 | — | |
| GPT4oCriteria=Bal2026.04 | 0.78 | 0.62 | 0.66 | 0.27 | — | — | 89 | — | |
| GeminiCriteria=Bal2026.04 | 0.76 | 0.66 | 0.67 | 0.16 | — | — | 88 | — | |
| LLaMA*Criteria=Bal2026.04 | 0.75 | 0.85 | 0.76 | -0.15 | — | — | 92 | — | |
| QwenCriteria=Com↑2026.04 | 0.74 | 0.52 | 0.57 | 0.4 | — | — | 81 | 8 | |
| Keyfact_GPT4o*Criteria=Bal2026.04 | 0.74 | 0.84 | 0.75 | 0.16 | — | — | 91 | — | |
| LLaMACriteria=Com↑2026.04 | 0.73 | 0.52 | 0.57 | 0.38 | — | — | 77 | 8 | |
| MistralCriteria=Com↑2026.04 | 0.73 | 0.53 | 0.58 | 0.36 | — | — | 79 | 8 | |
| MistralCriteria=Bal2026.04 | 0.73 | 0.64 | 0.64 | 0.15 | — | — | 88 | — | |
| Keyfact_GPT4o*Criteria=Com↑2026.04 | 0.73 | 0.63 | 0.63 | 0.14 | — | — | 71 | 20 | |
| LLaMA*Criteria=Com↑2026.04 | 0.72 | 0.64 | 0.63 | 0.15 | — | — | 71 | 19 | |
| QwenCriteria=Bal2026.04 | 0.72 | 0.64 | 0.65 | 0.13 | — | — | 88 | — | |
| Keyfact_GPT4oCriteria=Com↑2026.04 | 0.72 | 0.56 | 0.59 | 0.27 | — | — | 78 | 12 | |
| Qwen*Criteria=Bal2026.04 | 0.71 | 0.75 | 0.7 | -0.06 | — | — | 87 | — | |
| Mistral*Criteria=Bal2026.04 | 0.71 | 0.74 | 0.69 | -0.03 | — | — | 87 | — | |
| LLaMACriteria=Bal2026.04 | 0.7 | 0.69 | 0.66 | 0.03 | — | — | 84 | — | |
| Keyfact_GPT4oCriteria=Bal2026.04 | 0.7 | 0.74 | 0.69 | 0.06 | — | — | 87 | — | |
| GPT4-turboCriteria=Con↑2026.04 | 0.69 | 0.82 | 0.71 | 0.18 | — | — | 54 | 42 | |
| SummLLaMACriteria=Bal2026.04 | 0.68 | 0.97 | 0.76 | -0.44 | — | — | 89 | — | |
| Mistral*Criteria=Com↑2026.04 | 0.67 | 0.68 | 0.62 | 0.02 | — | — | 63 | 20 | |
| GPT4ominiCriteria=Con↑2026.04 | 0.67 | 0.64 | 0.61 | -0.06 | — | — | 69 | 20 | |
| Qwen*Criteria=Com↑2026.04 | 0.66 | 0.63 | 0.6 | 0.05 | — | — | 70 | 19 | |
| GPT4oCriteria=Con↑2026.04 | 0.66 | 0.61 | 0.59 | -0.08 | — | — | 69 | 19 | |
| QwenCriteria=Con↑2026.04 | 0.64 | 0.64 | 0.6 | -0.01 | — | — | 71 | 16 | |
| SummLLaMACriteria=Com↑2026.04 | 0.63 | 0.73 | 0.62 | -0.11 | — | — | 65 | 24 | |
| MistralCriteria=Con↑2026.04 | 0.63 | 0.63 | 0.59 | -0.01 | — | — | 70 | 18 | |
| GeminiCriteria=Con↑2026.04 | 0.61 | 0.66 | 0.59 | 0.08 | — | — | 67 | 22 | |
| LLaMACriteria=Con↑2026.04 | 0.57 | 0.76 | 0.6 | 0.31 | — | — | 65 | 22 | |
| Mistral*Criteria=Con↑2026.04 | 0.56 | 0.75 | 0.59 | 0.3 | — | — | 63 | 24 | |
| Keyfact_GPT4oCriteria=Con↑2026.04 | 0.56 | 0.71 | 0.58 | 0.26 | — | — | 62 | 24 | |
| Qwen*Criteria=Con↑2026.04 | 0.54 | 0.78 | 0.6 | 0.39 | — | — | 63 | 24 | |
| LLaMA*Criteria=Con↑2026.04 | 0.52 | 0.92 | 0.63 | 0.62 | — | — | 60 | 31 | |
| Keyfact_GPT4o*Criteria=Con↑2026.04 | 0.52 | 0.93 | 0.63 | 0.65 | — | — | 60 | 32 | |
| SummLLaMACriteria=Con↑2026.04 | 0.46 | 0.99 | 0.6 | 0.86 | — | — | 62 | 26 |