Emotion Interpretation on EIBench (complex)

Metric: Recall (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Recall▼	Extra Data	Paper	Date↕	Code
1	ChatGPT-4o	39.27	No	Why We Feel: Breaking Boundaries in Emotional Re...	2025-04-10	Code
2	LLaVA-NEXT (13B)	39.16	No	Why We Feel: Breaking Boundaries in Emotional Re...	2025-04-10	Code
3	LLaVA-NEXT (7B)	38.71	No	Why We Feel: Breaking Boundaries in Emotional Re...	2025-04-10	Code
4	LLaVA-1.5 (13B)	38.1	No	Why We Feel: Breaking Boundaries in Emotional Re...	2025-04-10	Code
5	LLaVA-NEXT (34B)	35.37	No	Why We Feel: Breaking Boundaries in Emotional Re...	2025-04-10	Code
6	MiniGPT-v2	35.1	No	Why We Feel: Breaking Boundaries in Emotional Re...	2025-04-10	Code
7	Video-LLaVA	30.9	No	Why We Feel: Breaking Boundaries in Emotional Re...	2025-04-10	Code
8	ChatGPT-4V	28	No	Why We Feel: Breaking Boundaries in Emotional Re...	2025-04-10	Code
9	Otter	27.9	No	Why We Feel: Breaking Boundaries in Emotional Re...	2025-04-10	Code
10	Claude-3-haiku	24	No	Why We Feel: Breaking Boundaries in Emotional Re...	2025-04-10	Code
11	Qwen-VL-Chat	22	No	Why We Feel: Breaking Boundaries in Emotional Re...	2025-04-10	Code
12	Claude-3-sonnet	21.37	No	Why We Feel: Breaking Boundaries in Emotional Re...	2025-04-10	Code
13	Qwen-vl-plus	20.37	No	Why We Feel: Breaking Boundaries in Emotional Re...	2025-04-10	Code

#1ChatGPT-4oSOTA
39.27
Recall· 2025-04-10
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Code
#2LLaVA-NEXT (13B)
39.16
Recall· 2025-04-10
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Code
#3LLaVA-NEXT (7B)
38.71
Recall· 2025-04-10
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Code
#4LLaVA-1.5 (13B)
38.1
Recall· 2025-04-10
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Code
#5LLaVA-NEXT (34B)
35.37
Recall· 2025-04-10
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Code
#6MiniGPT-v2
35.1
Recall· 2025-04-10
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Code
#7Video-LLaVA
30.9
Recall· 2025-04-10
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Code
#8ChatGPT-4V
28
Recall· 2025-04-10
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Code
#9Otter
27.9
Recall· 2025-04-10
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Code
#10Claude-3-haiku
24
Recall· 2025-04-10
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Code
#11Qwen-VL-Chat
22
Recall· 2025-04-10
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Code
#12Claude-3-sonnet
21.37
Recall· 2025-04-10
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Code
#13Qwen-vl-plus
20.37
Recall· 2025-04-10
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Code