Long-horizon web tasks on WebTailBench long-horizon tasks
40.2SR@50Qwen-3-VL-32B
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Qwen-3-VL-32BHistory=5, Drop=false2026.05 | 40.2 | 29.2 | 47.3 | 32.9 | 15,487 | |
| Qwen-3-VL-32BHistory=3, Drop=false2026.05 | 39.6 | 29.6 | 46.8 | 33.4 | 12,214 | |
| Qwen3-VL-30B-A3BHistory=5, Drop=false2026.05 | 38 | 28.8 | 44.9 | 33.5 | 15,456 | |
| Qwen3-VL-30B-A3BHistory=3, Drop=false2026.05 | 37.4 | 29.1 | 44.3 | 34 | 12,173 | |
| Qwen-3-VL-32BHistory=1, Drop=false2026.05 | 34.8 | 27.5 | 41.9 | 34.3 | 4,331 | |
| ReVisionHistory=5, Drop=true2026.05 | 32.8 | 23.6 | 40.2 | 27.4 | 9,651 | |
| Qwen3-VL-30B-A3BHistory=1, Drop=false2026.05 | 32.5 | 27.1 | 39.2 | 34.8 | 4,309 | |
| Qwen-3-VL-8BHistory=5, Drop=false2026.05 | 30.4 | 28.4 | 37.1 | 34 | 15,392 | |
| Qwen-3-VL-8BHistory=3, Drop=false2026.05 | 29.8 | 28.7 | 36.6 | 34.5 | 12,089 | |
| ReVisionHistory=3, Drop=false2026.05 | 29.6 | 28.1 | 36.3 | 30.3 | 11,907 | |
| OpenCUAHistory=3, Drop=false2026.05 | 29.5 | 28.9 | 36.2 | 30.2 | 12,041 | |
| ReVisionHistory=5, Drop=false2026.05 | 29.3 | 27.9 | 36 | 30 | 15,362 | |
| OpenCUAHistory=5, Drop=false2026.05 | 29.1 | 28.6 | 35.8 | 29.8 | 15,329 | |
| ReVisionHistory=3, Drop=true2026.05 | 28.4 | 25.4 | 35.2 | 29.2 | 6,731 | |
| Qwen-3-VL-8BHistory=1, Drop=false2026.05 | 26 | 26.2 | 32.8 | 35.3 | 4,266 | |
| OpenCUAHistory=1, Drop=false2026.05 | 25.8 | 29.7 | 32.4 | 26.4 | 4,237 | |
| UI-TARS-1.5-7B-DPOHistory=5, Drop=false2026.05 | 18.7 | 28.5 | 26.8 | 33.5 | 15,214 | |
| UI-TARS-1.5-7B-DPOHistory=3, Drop=false2026.05 | 18.1 | 28.8 | 22.2 | 34 | 11,982 | |
| UI-TARS-72B-DPOHistory=5, Drop=false2026.05 | 17.4 | 28.1 | 19.5 | 33.2 | 15,376 | |
| UI-TARS-72B-DPOHistory=3, Drop=false2026.05 | 16.9 | 28.4 | 18.2 | 33.7 | 12,107 | |
| UI-TARS-1.5-7B-DPOHistory=1, Drop=false2026.05 | 16.5 | 26.6 | 20.4 | 35 | 4,169 | |
| Kimi-VL-A3BHistory=5, Drop=false2026.05 | 15.9 | 29.9 | 18.1 | 35 | 15,438 | |
| UI-TARS-72B-DPOHistory=1, Drop=false2026.05 | 15.3 | 26.8 | 17.4 | 34.6 | 4,248 | |
| Kimi-VL-A3BHistory=3, Drop=false2026.05 | 14.8 | 30.3 | 16.9 | 35.4 | 12,217 | |
| Kimi-VL-A3BHistory=1, Drop=false2026.05 | 13.2 | 31 | 15 | 36.1 | 4,318 | |
| Qwen2.5-VL-72BHistory=5, Drop=false2026.05 | 9 | 30.6 | 10.1 | 35.7 | 15,561 | |
| Qwen2.5-VL-7BHistory=5, Drop=false2026.05 | 8.6 | 30.7 | 10.1 | 36 | 15,361 | |
| Qwen2.5-VL-72BHistory=3, Drop=false2026.05 | 8.2 | 31 | 9.4 | 36.2 | 12,244 | |
| Qwen2.5-VL-7BHistory=3, Drop=false2026.05 | 7.9 | 31.1 | 9.2 | 36.5 | 12,067 | |
| Qwen2.5-VL-32BHistory=5, Drop=false2026.05 | 7.5 | 31 | 8.6 | 36.1 | 15,472 | |
| Qwen2.5-VL-72BHistory=1, Drop=false2026.05 | 7.5 | 31.7 | 8.6 | 36.9 | 4,349 | |
| Qwen2.5-VL-32BHistory=3, Drop=false2026.05 | 6.8 | 31.4 | 7.9 | 36.8 | 12,183 | |
| Qwen2.5-VL-7BHistory=1, Drop=false2026.05 | 6.5 | 31.8 | 7.8 | 37.2 | 4,213 | |
| Qwen2.5-VL-32BHistory=1, Drop=false2026.05 | 6.2 | 32.1 | 7.1 | 37.4 | 4,287 |