Codesota · Models · UFO (GPT-4V)Microsoft1 results · 1 benchmarks
Model card

UFO (GPT-4V).

Microsoftopen-sourceUnknown paramsUI-Focused agent with dual-agent architecture on GPT-4V

UFO: UI-Focused Windows agent. Dual-agent: AppAgent + ActAgent. arxiv:2402.07939.

§ 01 · Benchmarks

Every benchmark UFO (GPT-4V) has a recorded score for.

#BenchmarkArea · TaskMetricValueRankDateSource
01OSWorldAgentic AI · Web & Desktop Agentssuccess-rate9.4%#12/132024-04-11source ↗
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 02 · Strengths by area

Where UFO (GPT-4V) actually performs.

Agentic AI
1
benchmark
avg rank #12.0
§ 03 · Papers

1 paper with results for UFO (GPT-4V).

  1. 2024-04-11· Agentic AI· 1 result

    OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

§ 04 · Related models

Other Microsoft models scored on Codesota.

RAD-DINO
2 results · 1 SOTA
NaturalSpeech 3
~500M params · 1 result · 1 SOTA
Swin Transformer V2 Large
197M params · 1 result · 1 SOTA
WavLM Large (SV)
316M params · 1 result · 1 SOTA
ResNet-50
25M params · 3 results
Florence-2-Large
2 results
KOSMOS-2.5
2 results
ResNet-152
60M params · 2 results
§ 05 · Sources & freshness

Where these numbers come from.

arxiv
1
result
1 of 1 rows marked verified.