Kedis ku xidhan hagaha · Dhexdhexaad Heerka

Su'aal Muuqaal ah oo ka jawaabaya Kediska

Dib u eeg jawaabta su'aasha muuqaalka ah, eexda xog-ururinta, isku-dhafka qaababka kala duwan iyo xaddidaadaha qiimaynta sawirka iyo dukumeentiga su'aalaha.

Wadooyinka haga ee la xidhiidhaJawaabta Su'aasha Muuqaal
Su'aal 1 ee 8

Waa maxay labada qalab ee uu qaato nidaamka Kajawaabista Su'aalaha Muuqaalku?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Waa maxay labada qalab ee uu qaato nidaamka Kajawaabista Su'aalaha Muuqaalku?
    • Sawir iyo su'aal luqad dabiici ah
    • Laba sawir oo la is barbar dhigo
    • Su'aal iyo cod maqal ah
    • Kaliya sawir aan qoraal lahayn
  2. Waa maxay sababta kaydka xogta VQA v2.0 loogu abuuray jawaabo 'dheeman' ah?
    • Si loo sameeyo sawiro qaraar sare
    • Si loo dhimo eexda luqadda si moodellada aysan ka qiyaasi karin qoraalka oo keliya
    • Si aad meesha uga saarto dhammaan su'aalaha haa/maya
    • Si loo yareeyo kaydka xogta ee tababarka degdega ah
  3. Waa maxay 'eexda luqadda' ee VQA?
    • U turjumaaya su'aalaha luuqad khaldan
    • Isticmaalka luqado badan hal mar
    • Ka jawaabida su'aasha ku salaysan erey bixinta iyadoo la iska indha tiray sawirka
    • Ka door bida sawirada gaagaaban kuwa dhaadheer
  4. Immisa nooc oo badan oo VQA ah ayaa isku daraa sawirka iyo macluumaadka su'aalaha?
    • Adigoo isku xiraya pixels iyo xarfo cayriin
    • Adigoo sawir cusub ka soo saaraya su'aasha
    • Adigoo iska indhatiraya su'aasha gabi ahaanba
    • Iyaga oo isku daraya matalaaddooda la calaamadeeyay, oo inta badan leh feejignaan
  5. Nidaamyada VQA ee caadiga ah waxay badanaa soo saaraan jawaabo iyagoo samaynaya maxaa?
    • Kala soocida erayada go'an ee jawaabaha guud
    • Sawirida santuuqa xidhidhiyaha kaliya
    • Tafatirka sawirka asalka ah
    • Soo celinta su'aasha wax gelinta waxba kama beddelin
  6. Waa kuwee tusaale u ah loolanka VQA ee aad u horumarsan?
    • U beddelka sawirka thumbnail
    • Ka jawaabista su'aalaha ku saabsan qoraalka iyo lambarrada gudaha sawirka dukumeentiga
    • Ku kala soocida sawirada qaab alifbeeto ah adoo isticmaalaya magaca faylka
    • Cadaadiska feylasha muuqaalka
  7. How does the original VQA benchmark score an answer when people phrase the same answer differently?
    • It requires an exact match to one fixed phrase only
    • It scores image resolution instead of answers
    • It compares the prediction with multiple human answers using a consensus-based score
    • It uses the model’s confidence as the ground truth
  8. Why can high VQA accuracy still fail to prove visual grounding?
    • Images cannot be represented by neural networks
    • Questions are always randomly generated
    • The benchmark contains no answer labels
    • A model may exploit dataset or language regularities instead of the image