M

MMICL Instructblip T5 Xxl

Developed by BleachNick
MMICL is a multimodal vision-language model combining blip2/instructblip, capable of analyzing and understanding multiple images while following instructions.
Downloads 156
Release Time : 7/31/2023

Model Overview

MMICL is a multimodal vision-language model with the ability to analyze and understand multiple images and perform tasks based on instructions. It excels on complex visual reasoning datasets, supports multi-image referencing and reasoning, and possesses video understanding capabilities.

Model Features

Multi-image Referencing and Reasoning
Capable of processing and analyzing multiple images simultaneously and performing complex visual reasoning.
Multimodal In-Context Learning
Supports Multimodal In-Context Learning (M-ICL), enabling reasoning with multiple images and text.
Video Understanding
Supports video input and can understand and analyze video content.
High Performance
Ranked first on multiple multimodal task leaderboards such as MME and MMBench, demonstrating outstanding performance.

Model Capabilities

Multi-image Analysis
Visual Reasoning
Video Understanding
Multimodal In-Context Learning
Instruction Following

Use Cases

Visual Reasoning
Mathematical Equation Calculation
Uses multiple images as visual aids to help accurately calculate equations.
Can correctly calculate and output equation results.
Video Understanding
Video Content Analysis
Analyzes video content to understand visual and temporal information.
Can extract key information from videos and perform reasoning.
Featured Recommended AI Models
AIbase
Empowering the Future, Your AI Solution Knowledge Base
Š 2025AIbase