GUI Agent on AndroidWorld
62AccuracyM2CL
Evaluation results
| Method | Links | |
|---|---|---|
| M2CLN=64, Model=7B2026.02 | 62 | |
| M2CLN=32, Model=7B2026.02 | 59 | |
| MacNetN=64, Model=7B2026.02 | 55.2 | |
| M2CLN=16, Model=7B2026.02 | 55 | |
| MacNetN=32, Model=7B2026.02 | 52.8 | |
| M2CLN=8, Model=7B2026.02 | 50 | |
| GPTSwarmN=64, Model=7B2026.02 | 49.3 | |
| MacNetN=16, Model=7B2026.02 | 47.9 | |
| GPTSwarmN=32, Model=7B2026.02 | 45 | |
| M2CLN=64, Model=3B2026.02 | 45 | |
| M2CLN=4, Model=7B2026.02 | 44.9 | |
| MacNetN=8, Model=7B2026.02 | 44 | |
| GPTSwarmN=16, Model=7B2026.02 | 42.5 | |
| DyLANN=64, Model=7B2026.02 | 42.2 | |
| M2CLN=32, Model=3B2026.02 | 42 | |
| DebateN=64, Model=7B2026.02 | 41.7 | |
| DebateN=32, Model=7B2026.02 | 41.5 | |
| DyLANN=32, Model=7B2026.02 | 40 | |
| MacNetN=4, Model=7B2026.02 | 39.6 | |
| BoNN=4, Model=7B2026.02 | 38 | |
| BoNN=8, Model=7B2026.02 | 38 | |
| GPTSwarmN=8, Model=7B2026.02 | 38 | |
| M2CLN=16, Model=3B2026.02 | 38 | |
| BoNN=16, Model=7B2026.02 | 38 | |
| BoNN=32, Model=7B2026.02 | 38 | |
| BoNN=64, Model=7B2026.02 | 38 | |
| DyLANN=16, Model=7B2026.02 | 37.8 | |
| DebateN=16, Model=7B2026.02 | 37.3 | |
| GPTSwarmN=4, Model=7B2026.02 | 37 | |
| DyLANN=8, Model=7B2026.02 | 34.5 | |
| DebateN=8, Model=7B2026.02 | 33 | |
| M2CLN=8, Model=3B2026.02 | 32 | |
| DyLANN=4, Model=7B2026.02 | 31 | |
| DebateN=4, Model=7B2026.02 | 30.5 | |
| MacNetN=64, Model=3B2026.02 | 28.6 | |
| SingleN=4, Model=7B2026.02 | 27 | |
| SingleN=8, Model=7B2026.02 | 27 | |
| SingleN=16, Model=7B2026.02 | 27 | |
| SingleN=32, Model=7B2026.02 | 27 | |
| SingleN=64, Model=7B2026.02 | 27 | |
| M2CLN=4, Model=3B2026.02 | 25.5 | |
| MacNetN=32, Model=3B2026.02 | 25.2 | |
| GPTSwarmN=64, Model=3B2026.02 | 24.2 | |
| DyLANN=64, Model=3B2026.02 | 23.6 | |
| MacNetN=16, Model=3B2026.02 | 22.6 | |
| DyLANN=32, Model=3B2026.02 | 21.5 | |
| GPTSwarmN=32, Model=3B2026.02 | 20.6 | |
| DebateN=64, Model=3B2026.02 | 20.1 | |
| MacNetN=8, Model=3B2026.02 | 19.7 | |
| DyLANN=16, Model=3B2026.02 | 18.4 | |
| GPTSwarmN=16, Model=3B2026.02 | 18.1 | |
| DebateN=32, Model=3B2026.02 | 18 | |
| BoNN=4, Model=3B2026.02 | 17 | |
| BoNN=8, Model=3B2026.02 | 17 | |
| BoNN=16, Model=3B2026.02 | 17 | |
| BoNN=32, Model=3B2026.02 | 17 | |
| BoNN=64, Model=3B2026.02 | 17 | |
| DebateN=16, Model=3B2026.02 | 16.9 | |
| MacNetN=4, Model=3B2026.02 | 16.8 | |
| DebateN=8, Model=3B2026.02 | 15.7 | |
| GPTSwarmN=8, Model=3B2026.02 | 15.6 | |
| DyLANN=8, Model=3B2026.02 | 15.2 | |
| GPTSwarmN=4, Model=3B2026.02 | 15 | |
| DyLANN=4, Model=3B2026.02 | 13 | |
| DebateN=4, Model=3B2026.02 | 12.5 | |
| SingleN=4, Model=3B2026.02 | 10.9 | |
| SingleN=8, Model=3B2026.02 | 10.9 | |
| SingleN=16, Model=3B2026.02 | 10.9 | |
| SingleN=32, Model=3B2026.02 | 10.9 | |
| SingleN=64, Model=3B2026.02 | 10.9 |