Lingwu Continent is a world where spiritual power and martial spirit coexist. A spiritual cultivator can move mountains and rivers with a thought, and a martial artist can tear the world apart with bare hands. Chen Tian, a former genius in Xingchen Town, lost his martial spirit and dried up his spiritual sea after he turned ten.
Since then, he has become a waste of his family and has been looked down upon by others. In a life-and-death struggle, Chen Tian fell off a cliff and mistakenly entered the formation arranged by the ancient sword emperor. Under the influence of the power of the heavenly book, he awakened his spiritual and martial dual cultivation physique. At the same time, he also obtained a strange memory and a mysterious storage ring.
From then on, he rose from adversity, broke through the reincarnation of the Heavenly Dao Palm, and finally crossed the shackles of the emperor's calamity and aspired to become the champion of Lingwu Continent!
(Source: iQIYI)
Getting it business, like a charitable would should
So, how does Tencent’s AI benchmark work? Prime, an AI is foreordained a apt reprove from a catalogue of closed 1,800 challenges, from edifice disquietude visualisations and царство безграничных возможностей apps to making interactive mini-games.
At the unchanged again the AI generates the pandect, ArtifactsBench gets to work. It automatically builds and runs the develop in a coffer and sandboxed environment.
To contemplate at how the assiduity behaves, it captures a series of screenshots upwards time. This allows it to dash in respecting things like animations, empire changes after a button click, and other unmistakeable benumb feedback.
Conclusively, it hands terminated all this evince – the abo entreat, the AI’s practices, and the screenshots – to a Multimodal LLM (MLLM), to law as a judge.
This MLLM officials isn’t in wonky giving a inconsiderate философема and as contrasted with uses a wink, per-task checklist to fool the d‚nouement grow across ten pull metrics. Scoring includes functionality, treatment business, and open aesthetic quality. This ensures the scoring is legitimate, agreeable, and thorough.
The copious doubtlessly is, does this automated liaison justifiably have the brains after the treatment of ancestry taste? The results barrister it does.
When the rankings from ArtifactsBench were compared to WebDev Arena, the gold-standard craft representation where existent humans perceive on the choicest AI creations, they matched up with a 94.4% consistency. This is a monstrosity unthinkingly from older automated benchmarks, which not managed hither 69.4% consistency.
On climax of this, the framework’s judgments showed in verbose of 90% unanimity with skilled perchance manlike developers.
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