img_path_stage123 string | img_path_stage4 string | img_path_stage5 string | img_number int64 | emotion string | stage1_prompt string | stage2_prompt string | stage3_prompt string | stage4_prompt string | stage5_prompt string | model string | stage1_answer string | stage2_answer string | stage3_answer string | stage4_answer string | stage5_answer string | stage5_explanation string | stage5_answer_mapped string | is_correct int32 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
face_detection\Anger\face_detected_0118.png | landmark_and_au\Anger\landmark_and_au_0118.png | everything\Anger\everything_0118.png | 118 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A man in a hospital corridor, likely a visitor or staff member, walking down the hallway and tal... | gpt-5-nano | A man in a hospital corridor, likely a visitor or staff member, walking down the hallway and talking to someone off-screen, with signs for hospital departments and clinical equipment visible around him. | Active speaking/engaged and confident. He’s leaning slightly forward with his head turned toward the listener, mouth open as he talks, and with open, non-defensive body language (minimal tension or crossing of arms). | No other people are visible, so there are no observable emotions to report or potential influences on the target. The scene reads as a hospital/corridor setting with the target mid-conversation, giving a neutral-to-tense mood, but no other individuals’ emotional cues to contrast or affect him. | - Visible muscle movements:
- Brow lowerer (AU 4) — indicates concentration, disapproval, or mild anger.
- Lip presser/tightener (AU 24 or AU 23) — indicates tension or determination.
- Emotional meaning: overall reading leans toward focused, tense, or mildly displeased rather than surprised or happy. | Neutral | The described cues (brow lowerer indicating concentration or mild disapproval, lip presser indicating tension) combined with active, engaged speaking and open body language suggest a state of focused attention rather than a clearly labeled basic emotion. The context (hospital corridor, mid-conversation) supports a neut... | neutral | 0 |
face_detection\Anger\face_detected_0126.png | landmark_and_au\Anger\landmark_and_au_0126.png | everything\Anger\everything_0126.png | 126 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A tense, private confrontation in a domestic living room during a social gathering or party at a... | gpt-5-nano | A tense, private confrontation in a domestic living room during a social gathering or party at a home; the blonde woman is directly addressing the person opposite her with visible distress or anger, while others mingle in the background. | The body language indicates she is tense and emotionally engaged, likely angry or frustrated, and trying to assert her point or emphasis through a forward-leaning posture and a gesturing hand. | The other people in the scene mostly display neutral to mildly positive emotions, as they chat and socialize. The overall mood of the scene reads as a lively gathering, but there is an underlying tension or distress surrounding the target person due to her own expression, creating a mixed emotional tone where social no... | Visible facial muscle movements and inferred emotion
- AU04: Brow lowering (brow furrow)
- AU06: Eye region engagement/eye crinkle (cheek raiser with crow’s feet)
- AU24: Lip presser (lips pressed together)
- AU15: Lip corner depressor (mouth corners pulled downward)
Emotional meaning: The combination suggests a tense... | Angry | The facial action units indicate a brow furrow (AU04), engaged eyes (AU06), lip pressing (AU24), and downturned lips (AU15), which together signal a negative, tense state such as anger or frustration. Coupled with forward-leaning posture and a confrontational context, the most fitting label is Angry. | anger | 1 |
face_detection\Anger\face_detected_0224.png | landmark_and_au\Anger\landmark_and_au_0224.png | everything\Anger\everything_0224.png | 224 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene is set in a living-room style interior (likely a home or TV-show set) with retro/decor... | gpt-5-nano | The scene is set in a living-room style interior (likely a home or TV-show set) with retro/decorative elements. The person highlighted is mid-conversation, gesturing with his hand as he talks to someone off-camera, implying a casual discussion or argument within a domestic context. | The body language is engaged, confident, and assertive. The person leans forward with an open posture, uses a emphatic right-hand gesture, and speaks with a forward-facing gaze and an open mouth, suggesting they are actively presenting or persuading. | Others' emotions: Not observable / not clearly visible. Overall mood: Tense or charged conversation; the scene feels like a heated or urgent exchange with the target appearing assertive or stressed. | - AU1: Inner brow raiser
- AU2: Outer brow raiser
- AU5: Upper lid raiser
- AU25: Lips part | Surprise | The listed facial action units (AU1 inner brow raiser, AU2 outer brow raiser, AU5 upper lid raiser, AU25 lips part) are classic markers of surprise or heightened attention. The subject is also forward-leaning with an open mouth and emphatic gesture, which aligns with overt communication but without the typical anger in... | surprise | 0 |
face_detection\Anger\face_detected_0375.png | landmark_and_au\Anger\landmark_and_au_0375.png | everything\Anger\everything_0375.png | 375 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene takes place in an indoor office-like lobby or hallway with plants and modern decor. A ... | gpt-5-nano | The scene takes place in an indoor office-like lobby or hallway with plants and modern decor. A man in a dark suit is walking and speaking, suggesting he’s involved in a tense or important conversation or moment with someone off-camera. | The body language suggests engaged, assertive communication—likely emphasizing a point, with a hint of urgency or concern. | Others' emotions: Not applicable (no other people visible). Overall mood/emotional tone: The scene feels tense and serious, dominated by the speaker’s intense expression, suggesting urgency or confrontation. | Observed AUs: AU01 + AU02 (brow raise), AU06 (eye-region cheek raise). Possible AU07 (eyelid tightener) if present. Inference: Neutral to mildly engaged or curious expression; mouth-related AUs (e.g., AU12 lip corner pull) cannot be assessed due to the mask. | Neutral | The described facial AUs (AU01 + AU02 brow raise, AU06 eye-region cheek raise) indicate mild engagement or curiosity rather than a strong affect. No mouth cues are assessable due to the mask, and there’s no clear indicators of anger (e.g., brow lowering), sadness, disgust, or fear. The scene is tense in context, but th... | neutral | 0 |
face_detection\Anger\face_detected_0387.png | landmark_and_au\Anger\landmark_and_au_0387.png | everything\Anger\everything_0387.png | 387 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene unfolds in a domestic living room during a casual gathering. A woman is seated at a co... | gpt-5-nano | The scene unfolds in a domestic living room during a casual gathering. A woman is seated at a coffee table with popcorn, speaking animatedly and using hand gestures, implying a relaxed group chat or discussion with others nearby. | Expressive, enthusiastic, and confident communication; actively talking and using gestures to emphasize points. | No clearly observable emotions from the other people in this frame due to limited visibility. The scene projects a casual, social mood, with the target person appearing engaged and expressive. | Visible AUs: AU02 (outer brow raise), AU04 (brow lowerer), AU09 (nose wrinkler), AU15 (lip corner depressor), AU17 (chin raiser), AU26 (jaw drop). Interpretation: The combination suggests a mixed, ambiguous expression—possible confusion or concentration (brows up and down), slight disgust (nose wrinkler), sadness or di... | Neutral | The observed AUs (AU02 up, AU04 down, AU09 nose wrinkler, AU15 lip corner depressor, AU17 chin raiser, AU26 jaw drop) indicate mixed signals: potential concentration, slight sign of disgust or sadness, and a hint of surprise. The mouth area is masked, making it hard to discern a clear positive (e.g., smile) or negative... | neutral | 0 |
face_detection\Anger\face_detected_0389.png | landmark_and_au\Anger\landmark_and_au_0389.png | everything\Anger\everything_0389.png | 389 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The highlighted person is in a cozy indoor living-room setting. She’s seated at a low coffee tab... | gpt-5-nano | The highlighted person is in a cozy indoor living-room setting. She’s seated at a low coffee table with bowls of popcorn on the table, suggesting a casual gathering or conversation. The room has purple walls, a couch with cushions, framed photos, and a tall plant in the background, giving a homey or TV-set vibe. She ap... | Engaged, confident, and expressive. The body language suggests the person is actively explaining or arguing a point, using hand gestures to emphasize what they’re saying. | Other people’s emotions are not clearly observable in this frame (no discernible expressions from others). The overall mood of the scene comes across as serious and focused, suggesting a tense or earnest conversation around the table. | - Visible facial muscle movements:
- Eyebrow raise (AU1 and/or AU2)
- Lips part (AU25)
- Inferred emotional meaning:
- Neutral with mild curiosity or slight surprise (due to brow raise and lips parted). | Surprise | The bounding box shows raised eyebrows (AU1/AU2) and lips parted (AU25). These cues commonly align with mild surprise or curiosity. Given the engaged, conversational context, there isn’t strong evidence of anger, fear, or happiness, so the most fitting discrete emotion is a mild surprise. | surprise | 0 |
face_detection\Anger\face_detected_0410.png | landmark_and_au\Anger\landmark_and_au_0410.png | everything\Anger\everything_0410.png | 410 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A formal dining scene (restaurant/hotel banquet) where the highlighted person is involved in a h... | gpt-5-nano | A formal dining scene (restaurant/hotel banquet) where the highlighted person is involved in a heated/expressive moment during a meal, likely arguing or emphatically communicating with someone at the table. | Angry/hostile and confrontational posture; high arousal with a dominant, assertive stance and shouting gesture. | The others are mostly cautious and tense (one appears attentive with mild concern, another neutral or disengaged), creating a tense, awkward mood overall as the central figure vents or argues. | AU1 (inner brow raise), AU2 (outer brow raise), AU5 (upper lid raise), AU25 (lips parted), AU26 (jaw drop) — Emotion: Surprise/astonishment (with possible curiosity or uncertainty) | Angry | Although some facial action units (brow raise, partial lip parting, jaw drop) can suggest surprise, the broader context—heated, confrontational shouting, dominant posture, and a tense dining-room mood with others reacting with caution—points more strongly to anger as the primary emotion. The AU cues may reflect intensi... | anger | 1 |
face_detection\Anger\face_detected_0458.png | landmark_and_au\Anger\landmark_and_au_0458.png | everything\Anger\everything_0458.png | 458 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A person is in a home entryway/hallway, engaged in a conversation or confrontation, holding a bo... | gpt-5-nano | A person is in a home entryway/hallway, engaged in a conversation or confrontation, holding a bottle and gesturing, with living-room decor visible around him. | The body language is assertive and emphatic—appearing to be giving instructions or making a point, with a hint of tension or irritation. | No other people are visible; no discernible emotions from others. Overall mood: a quiet domestic scene with a subtle tension from the target person’s assertive, serious demeanor. | - Movements: AU01 Inner Brow Raiser (eyebrow raise); AU25 Lips Part (mouth parted); AU17 Chin Raiser (chin lift)
- Emotional meaning: Mild surprise or curiosity with attention and information processing. The mask occludes much of the lower face, so the interpretation relies mainly on the upper facial actions. | Neutral | Because the lower face is occluded by a mask, we lack key cues (mouth shape, saliva, subtle lip movements) needed to confidently map to an exact emotion. The visible AU clues (AU01, AU25, AU17) and the assertive, tense body language suggest heightened attention and possible confrontation, but these do not definitively ... | neutral | 0 |
face_detection\Anger\face_detected_0702.png | landmark_and_au\Anger\landmark_and_au_0702.png | everything\Anger\everything_0702.png | 702 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The highlighted person is in a casual cafe/ diner environment, seated on a sofa near a service c... | gpt-5-nano | The highlighted person is in a casual cafe/ diner environment, seated on a sofa near a service counter with coffee-making equipment and pastries visible. Other patrons are seated around, suggesting a social, informal setting. He appears to be turned to the side and mid-speech or reacting to someone nearby, indicating a... | The body language suggests the person is tense and skeptical or annoyed, displaying a forward-leaning posture, a stern facial expression (furrowed brows and pursed lips), limited hand movement, and a gaze directed at someone off-screen. | The other people in the scene appear neutral and focused on their own activities, with no strong emotions displayed. The overall mood of the scene is calm and casual, providing a low-tension backdrop to the central figure’s mildly perplexed or frustrated demeanor. | Visible AUs: AU4 (Brow Lowerer) – furrowed brows; AU15 (Lip Corner Depressor) – corners of the mouth down; AU24 (Lips Presser) – lips pressed together. Emotional meaning: commonly Associated with anger or frustration (or strong determination/concentration). | Angry | The observed AUs (AU4 brow lowerer, AU15 lip corner depressor, AU24 lips pressed) together with a tense, forward-leaning posture and a stern gaze suggest negative, confrontational emotion typical of anger or strong frustration. The social context shows a conversational moment, but the facial tension aligns more with an... | anger | 1 |
face_detection\Anger\face_detected_0902.png | landmark_and_au\Anger\landmark_and_au_0902.png | everything\Anger\everything_0902.png | 902 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: An indoor home environment (likely a living area or kitchen) with warm lighting. A middle-aged w... | gpt-5-nano | An indoor home environment (likely a living area or kitchen) with warm lighting. A middle-aged woman in a light blue polo sits/poses quietly, looking downward with a somber, contemplative expression, suggesting a calm, private moment during a serious conversation or after receiving news. | The person appears sad or contemplative, displaying a closed, inward-focused posture with a downcast gaze and a neutral-to-downturned mouth, suggesting subdued or reflective mood rather than active emotion. | No other people are visible to assess their emotions. The scene’s overall emotional tone is quiet and somber, with the visible person appearing tired or reflective. | AU04 (Brow Lowerer) + AU43 (Eye Closure) + AU15 (Lip Corner Depressor) — suggesting sadness or displeasure with possible mild discomfort. | Sad | The combination of AU04 (brow lowerer), AU43 (eye closure), and AU15 (lip corner depressor) typically aligns with sadness or displeasure. The downward gaze, closed/off-inward posture, and somber, reflective context further support a subdued, contemplative mood rather than anger, fear, or happiness. | sad | 0 |
face_detection\Anger\face_detected_1040.png | landmark_and_au\Anger\landmark_and_au_1040.png | everything\Anger\everything_1040.png | 1,040 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: An indoor fashion/art display space (evidenced by the Prada Marfa sign) such as a gallery or bou... | gpt-5-nano | An indoor fashion/art display space (evidenced by the Prada Marfa sign) such as a gallery or boutique. The highlighted woman is standing there, looking slightly to the side with a tense or surprised expression, suggesting she is reacting to something being said or happening nearby in a moment of dialogue or confrontati... | Attentive with mild concern or surprise; head slightly tilted, gaze directed to the side, lips lightly parted, shoulders neutral. | No other people visible; thus no emotions to report. The overall mood of the scene appears tense or uncertain, inferred from the expressed concern or contemplation on the visible person’s face. | AU01 (Inner brow raise), AU02 (Outer brow raise), AU15 (Lip corner depressor) — eyebrow elevation suggests surprise or concern; lip corner depression suggests sadness or negative valence; overall impression: cautious/concerned or wary. | Surprise | The combination of inner/outer brow raises points to surprise or concern, while lip corner depression adds negative valence. Given the context of reacting to something happening nearby, the display aligns most with a moment of surprised reaction rather than full-blown anger or sadness. Among the provided categories, Su... | surprise | 0 |
face_detection\Anger\face_detected_1402.png | landmark_and_au\Anger\landmark_and_au_1402.png | everything\Anger\everything_1402.png | 1,402 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The environment is a formal ballroom/wedding reception setting with ambient lighting, flowers, a... | gpt-5-nano | The environment is a formal ballroom/wedding reception setting with ambient lighting, flowers, and guests in elegant attire. The highlighted man is engaged in a near-face-to-face conversation with a woman in a sequined dress, likely speaking or making a remark as part of a social interaction during the event. | Engaged, expressive, and confident. The person is leaning in toward the partner and speaking with emphasis, indicating active communication (likely addressing or flirting) rather than withdrawal or defensiveness. | Others appear calm and mildly happy, engaged with the scene (smiling or watching attentively). The overall mood is warm, social, and formal, with a touch of drama or intensity coming from the speaking individual that heightens attention. | Visible AUs: AU43 (Eye Closure/Blink), AU25 (Lips Part). Emotional meaning: AU43 suggests a blink, which by itself does not indicate a specific emotion (could reflect fatigue, concentration, or a brief pause). AU25 indicates the mouth is parted, which can accompany speaking or listening; on its own it does not define a... | Neutral | The person is leaning in and actively speaking, indicating engagement, but there are no clear expressive cues (like a smile or frown) visible due to lower-face occlusion. AU25 shows lip parting from speaking, and AU43 blink is not indicative of a specific emotion. Given the formal social context and lack of strong affe... | neutral | 0 |
face_detection\Anger\face_detected_1428.png | landmark_and_au\Anger\landmark_and_au_1428.png | everything\Anger\everything_1428.png | 1,428 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene takes place in a cozy indoor bar/kitchen area (likely at home or a casual venue). The ... | gpt-5-nano | The scene takes place in a cozy indoor bar/kitchen area (likely at home or a casual venue). The person highlighted is on a phone call, appearing thoughtful or concerned, while a bowl of fruit and bottles are visible on the counter and behind her. | Pensive and slightly skeptical/concerned. She appears to be listening intently (likely on a call) with a hand at her temple and a furrowed brow, while the other hand rests near her chest. Body orientation suggests inward focus and possible disengagement. | Others’ emotions: not observable (no other people with discernible expressions). Overall mood: quiet, contemplative, with the scene conveying a solitary, slightly tense or uncertain atmosphere. | AU17 (Chin Raiser) — No other AUs confidently detectable due to mask occlusion; emotional meaning cannot be reliably inferred from this view. | Neutral | The person shows inward focus and a mild, uncertain mood (hand to temple, furrowed brow) but there are no strong, clear cues for any specific basic emotion. Mask occlusion limits reliable AU interpretation, so the scene’s tone aligns best with a neutral, contemplative state rather than a distinct emotion like anger, fe... | neutral | 0 |
face_detection\Anger\face_detected_1852.png | landmark_and_au\Anger\landmark_and_au_1852.png | everything\Anger\everything_1852.png | 1,852 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene is set in a cozy bedroom at home. The highlighted person sits near the bed, reading le... | gpt-5-nano | The scene is set in a cozy bedroom at home. The highlighted person sits near the bed, reading letters or papers with a serious, troubled look. The room features a bed with purple bedding, wall photos, a window letting in light, and some shelving—creating a private, introspective moment rather than a public or action-pa... | Focused and thoughtful/concerned body language—concentrating on the documents, with a tense forward-leaning posture and a serious, non-smiling facial expression. | Others' emotions: Not visible / none. Overall mood: quiet, somber, and introspective; the target appears serious and possibly worried while reading a letter, in a calm but tense room setting. | Visible AUs: AU4 (brow lowerer), AU5 (upper lid raiser), AU6 (cheek raiser), AU17 (chin raiser). Emotional interpretation: brow lowering (AU4) suggests concentration, disapproval, or mild sadness; upper lid raising (AU5) and cheek raising (AU6) can indicate attention or a mild positive affect when combined, though the ... | Sad | The scene portrays a quiet, introspective moment with a serious, troubled look. The described AUs—brow lowerer (AU4) suggesting concentration or mild sadness, upper lid raiser (AU5) and cheek raiser (AU6) indicating attention, and chin raiser (AU17) implying effort—together, along with a non-smiling, tense posture, ali... | sad | 0 |
face_detection\Anger\face_detected_1958.png | landmark_and_au\Anger\landmark_and_au_1958.png | everything\Anger\everything_1958.png | 1,958 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene is an indoor office/meeting room setting during a tense discussion. The highlighted pe... | gpt-5-nano | The scene is an indoor office/meeting room setting during a tense discussion. The highlighted person appears shocked or alarmed, reacting to something said or revealed, likely during a confrontation or urgent conversation. | Surprised/alert and actively engaged, using an emphatic hand gesture to emphasize a point. | No other people are visible; no observable emotions from others to influence the target. The overall mood is tense or startled, driven by the single person’s surprised expression. | - Visible facial muscle movements:
- AU10: Upper Lip Raiser (levator labii superioris) — upper lip raised
- AU25: Lips Part (jaw slightly opened)
- Emotional meaning:
- This combination does not point to a clear discrete emotion. It more likely indicates a speaking or about-to-speak state, or a neutral-to-engage... | Neutral | The AU10 (lip raiser) + AU25 (lips part) pattern suggests preparation to speak or neutral-to-engaged involvement rather than a clear affect like anger, fear, or surprise, even though the scene is tense. Final Answer: Neutral | neutral | 0 |
face_detection\Anger\face_detected_2149.png | landmark_and_au\Anger\landmark_and_au_2149.png | everything\Anger\everything_2149.png | 2,149 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: An outdoor urban setting (busy street/plaza with outdoor seating and plants). The highlighted wo... | gpt-5-nano | An outdoor urban setting (busy street/plaza with outdoor seating and plants). The highlighted woman is engaged in a casual conversation with someone nearby, in daytime, among other pedestrians. | Engaged, attentive, and open body language. She is leaning slightly forward with her head oriented toward the speaker, mouth slightly open as if speaking or replying, and shoulders relaxed—indicating interest and a cooperative, communicative stance. | The other people in the scene appear mostly neutral to mildly engaged, contributing to a casual, sociable outdoor mood. This environment may make the target feel comfortable and part of a relaxed social setting, though there’s no strong emotional cue from others to indicate high tension or excitement. | AU1 (Inner Brow Raiser), AU6 (Cheek Raiser), AU12 (Lip Corner Puller) — suggesting a mild positive/engaged emotion (subtle smile). | Happy | The facial action units AU1 (inner brow raise), AU6 (cheek raise), and AU12 (lip corner puller) point to a mild smile. Coupled with forward-leaning, open posture, and a casual social context, these cues indicate positive engagement and happiness rather than neutral or negative emotions. | happy | 0 |
face_detection\Anger\face_detected_2378.png | landmark_and_au\Anger\landmark_and_au_2378.png | everything\Anger\everything_2378.png | 2,378 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: An outdoor urban park scene where two people are having a casual conversation. The highlighted w... | gpt-5-nano | An outdoor urban park scene where two people are having a casual conversation. The highlighted woman is talking with an emotional or distressed expression, seated at a table with a mug in front of her, while others are present in the background enjoying the park. | Engaged and explanatory; forward-leaning posture with an outstretched hand toward the interlocutor, head slightly tilted/turned to face them, and a mouth in mid-speech. Overall impression is serious/earnest communication rather than relaxed or passive. | The other people in the scene appear mostly neutral or mildly distracted, with no strong emotional cues. The overall mood is calm and casual, while the central person seems emotionally unsettled or upset, creating a contrast between her state and the bystanders’ understated demeanor. | - AU04 (Brow Lowerer) – brow furrow; displeasure, concentration, or mild anger.
- AU43 (Eye Closure/Blink) – blink or eyelid closure; cognitive load, uncertainty, or fatigue.
- AU09 (Nose Wrinkler) – nose wrinkling; disgust or aversion.
- AU25 (Lips Part) – lips parted; surprise, anticipation to speak, or tension.
- AU... | Angry | The visible cues include a brow lowerer (AU04) suggesting negative arousal (displeasure, tension), a forward-leaning, animated speech gesture, and a partially revealed mouth with lips parted (AU25), all within a context of earnest, serious communication. The mask obscures lower-face cues that could indicate disgust or ... | anger | 1 |
face_detection\Anger\face_detected_2572.png | landmark_and_au\Anger\landmark_and_au_2572.png | everything\Anger\everything_2572.png | 2,572 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The highlighted person is in a warm, domestic dining setting—likely a home dining room or cozy c... | gpt-5-nano | The highlighted person is in a warm, domestic dining setting—likely a home dining room or cozy café. She sits at a table with a bowl in front of her, wearing a red blazer over a light blue shirt. The background features a bouquet of flowers, lace-curtained windows, and shelves with dishes, suggesting a casual, intimate... | Open, engaged, and friendly body language—attentive and approachable with a relaxed posture and positive facial cue. | The other person’s emotion cannot be clearly determined due to limited visibility, but their body language suggests attentiveness or neutral engagement. The overall mood of the scene is warm, friendly, and relaxed, indicating a pleasant social interaction around the table. | - AU04: Brow lowerer (brow area pulled downward) — can indicate sadness, concern, or concentration; in this context may reflect slight tension accompanying a smile.
- AU06: Cheek raiser — raises the cheeks; common in genuine smiles.
- AU12: Lip corner puller — pulls the lip corners upward; indicates smiling/happiness.
... | Happy | The presence of AU06 (cheek raiser) and AU12 (lip corner puller) indicates a genuine smile, signaling happiness. AU04 (brow lowerer) can add a touch of concentration or mild tension, but in the context of a warm, social dining scene, the overall cue is positive rather than negative. | happy | 0 |
face_detection\Anger\face_detected_2786.png | landmark_and_au\Anger\landmark_and_au_2786.png | everything\Anger\everything_2786.png | 2,786 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene is set in a busy indoor restaurant/café or lounge. A man in a suit is in the middle of... | gpt-5-nano | The scene is set in a busy indoor restaurant/café or lounge. A man in a suit is in the middle of a tense or serious conversation with someone off-camera, with other patrons visible in the background. | The body language is engaged, assertive, and tense—he appears to be actively speaking with emphasis, showing concentration and possible frustration. | Others appear neutral to mildly engaged; the overall mood is calm and businesslike. This atmosphere may influence the target to stay composed and focused, potentially feeling a subtle sense of being observed or evaluated but not distressed. | AU15 – lip corners pulled downward (downturned mouth) indicating displeasure or sadness; AU25 – lips parted (mouth open) which can signal surprise or attention; AU17 – chin raised (mentalis activity) suggesting worry or concentration. Overall, a negative/uncertain affect with possible mild surprise or thinking. | Sad | The facial action units show a downturned mouth (AU15) suggesting displeasure or sadness, with the mouth open (AU25) indicating attentiveness and the chin up (AU17) signaling worry or concentration. Coupled with a tense, engaged conversation in a businesslike setting, the overall affect appears negative and uncertain, ... | sad | 0 |
face_detection\Anger\face_detected_2834.png | landmark_and_au\Anger\landmark_and_au_2834.png | everything\Anger\everything_2834.png | 2,834 | anger | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The image shows an indoor, lounge-like environment with warm pink/purple lighting, likely a livi... | gpt-5-nano | The image shows an indoor, lounge-like environment with warm pink/purple lighting, likely a living room or party space. A blonde woman in a green halter top is standing and talking, appearing engaged or slightly tense, suggesting she is in the middle of a conversation or reacting to someone nearby. | Open, engaged, and positive body language—warmth and attentiveness, suggesting they are listening or responding in a friendly manner. | No other people are visible; thus their emotions cannot be determined or described. The scene’s mood is driven by the single visible person, who appears engaged in conversation with a neutral to slightly tense expression, suggesting a serious or focused emotional tone. | AU04 (brow lowerer), AU06 (cheek raiser), AU12 (lip corner puller), AU17 (chin raiser). This combination is consistent with a genuine smile (Duchenne-type, due to AU06+AU12) with some brow tension (AU04) and a chin lift (AU17), suggesting a positive emotion (happiness) with a touch of effort or emphasis. | Happy | The described facial action units (AU06 + AU12) indicate a genuine Duchenne smile, with AU04 (brow lowering) and AU17 (chin raise) adding a touch of effort or emphasis. Combined with open, engaged body language and a context of positive interaction, the emotion aligns with happiness rather than anger, fear, sadness, su... | happy | 0 |
face_detection\Disgust\face_detected_0003.png | landmark_and_au\Disgust\landmark_and_au_0003.png | everything\Disgust\everything_0003.png | 3 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The person highlighted is a bride in a white wedding dress and veil, seated on a sofa in an indo... | gpt-5-nano | The person highlighted is a bride in a white wedding dress and veil, seated on a sofa in an indoor, living-room–style set. The environment includes casual background figures and decor (shelves, a brown couch, and people in the back), suggesting a non-formal, domestic scene—likely a TV show or film moment. She appears d... | Confused and frustrated, with a defensive/pleading undertone and active, engaged posture. | The others in the scene largely appear neutral or disengaged, with at least one person seeming bored or preoccupied. The overall mood is tense and awkward, which could heighten the bride’s anxiety or stress in this moment. | AU01 (Inner Brow Raiser) and AU17 (Chin Raiser) are visible. Emotional meaning: likely indicating surprise or astonishment (potentially with curiosity or momentary uncertainty). | Surprise | The person shows AU01 (Inner Brow Raiser) and AU17 (Chin Raiser), with tense, engaged posture and gesturing. The scene suggests a sudden or unexpected moment in a confrontational context, rather than sustained sadness, anger, or happiness. Taken together with the other characters’ generally neutral/neutral-to-bored rea... | surprise | 0 |
face_detection\Disgust\face_detected_0250.png | landmark_and_au\Disgust\landmark_and_au_0250.png | everything\Disgust\everything_0250.png | 250 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A man in a green suit is at a formal-looking social gathering (party/reception) in a stylish, gr... | gpt-5-nano | A man in a green suit is at a formal-looking social gathering (party/reception) in a stylish, green-walled room. He is in the middle of a tense moment, speaking or reacting emphatically to someone off-camera, suggesting a confrontation or emotional exchange. | Frustrated/annoyed with an emphatic “stop” or dismissive gesture; forward-leaning, engaged posture signaling exasperation while making a point. | The others in the scene appear neutral/disengaged (left) and anxious/surprised (right). Their emotions contribute to a tense, awkward mood around the central figure, who also seems strained, creating a charged social atmosphere. | AU04 (brow lowerer) + AU23 (lip tightener) + AU26 (jaw drop) — likely emotion: concern or confusion with mild surprise (negative valence). | Angry | The face shows brow lowering (AU4) and lip tightening (AU23) with a tense jaw (AU26), while the person is leaning forward and making an emphatic, dismissive gesture. The scene is tense and confrontational, with others reacting with anxiety or surprise. These cues point to a negative, high-arousal state driven by frustr... | anger | 0 |
face_detection\Disgust\face_detected_0331.png | landmark_and_au\Disgust\landmark_and_au_0331.png | everything\Disgust\everything_0331.png | 331 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A woman stands at a turquoise kitchen island in a warm, cluttered home/TV-set kitchen. She is on... | gpt-5-nano | A woman stands at a turquoise kitchen island in a warm, cluttered home/TV-set kitchen. She is on a phone call, wearing a light blue striped shirt with sleeves rolled up. The background features open shelves with jars and dishes, a lamp with warm light, and various kitchen items, giving a casual, domestic atmosphere. Sh... | She appears actively engaged in a phone conversation, speaking with emphasis and attention. The posture (slight forward lean), head tilt, and hand placement imply assertiveness and possible concern or urgency in the dialogue. | No observable emotions from others. The scene conveys a warm, casual indoor setting (a busy, everyday vibe in a kitchen/cafe-like space), with the central figure engaged in a phone call. | - Visible AUs: AU1 (inner brow raiser) and AU2 (outer brow raiser) — eyebrows lifted; AU5 (upper lid raiser) — eyes appear more open.
- Mouth region masked, so cannot assess AU12 (lip corner puller) or other mouth-related AUs.
- Possible AU6 (cheek raiser) if there are subtle eye-area crow's feet, but not clearly obser... | Surprise | The visible facial action units (AU1 and AU2 indicating raised eyebrows, AU5 indicating widened eyes) along with an engaged, forward-leaning posture while on a phone call suggest heightened attention or surprise. The mouth region is masked, so a smile cannot be assessed, making “Happy” unlikely and other emotions less ... | surprise | 0 |
face_detection\Disgust\face_detected_0485.png | landmark_and_au\Disgust\landmark_and_au_0485.png | everything\Disgust\everything_0485.png | 485 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A woman in a kitchen/café workspace is on a phone call, appearing focused or concerned, as she t... | gpt-5-nano | A woman in a kitchen/café workspace is on a phone call, appearing focused or concerned, as she talks while standing near a stove and shelves of kitchen items. | The person appears tense and focused, likely engaged in a serious or worrying phone call. Posture is upright but slightly forward with a guarded stance; head tilted downward; right hand on the phone, left hand near the mouth signaling contemplation or anxiety. | No observable emotions from other people; the overall mood appears neutral to mildly busy, with the target person focused or concerned due to speaking on the phone, but there are no social cues from others shaping her mood. | AU4 (Brow Lowerer) — indicates mild concern or concentration. Other lip-related AUs (e.g., Lips Part AU25) cannot be reliably determined because the lower face is obscured by the mask. | Neutral | The described facial action (AU4 Brow Lowerer) indicates mild concern or concentration, combined with a guarded, focused posture during a phone call. There are no strong cues for happiness, anger, fear, or other distinct emotions, and the lower face is obscured by a mask, limiting lip-based cues. Given these cues and t... | neutral | 0 |
face_detection\Disgust\face_detected_0531.png | landmark_and_au\Disgust\landmark_and_au_0531.png | everything\Disgust\everything_0531.png | 531 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene takes place in a casual, indoor studio/classroom-like space with gray walls and shelvi... | gpt-5-nano | The scene takes place in a casual, indoor studio/classroom-like space with gray walls and shelving behind. The person is mid-conversation or reacting to something off-camera in a non-formal TV-scene setting. | Engaged with a hint of mild surprise or confusion (speaking/emphasizing a point). | The emotions of the other people in the scene cannot be confidently determined due to poor visibility; the overall mood appears tense or uncertain, with the target person showing confusion or concern and the background observers reading as neutral or inattentive. | - AU4 (brow lowerer) – frown/disapproval or concentration
- AU7 (lid tightener) – eye tension or scrunching (could indicate anger, fear, or focused attention)
- AU25 (lips part) – mouth opening (preparing to speak or mild surprise)
Overall emotion: leaning toward negative/neutral (concentration or mild displeasure), n... | Neutral | The combination of AU4 (brow lowering) and AU7 (lid tightening) suggests concentration or mild displeasure, while AU25 (lips part) implies preparing to speak. The scene context and the description indicate no strong positive or negative emotional peak. Taken together, the overall impression is neutral with a slight neg... | neutral | 0 |
face_detection\Disgust\face_detected_0673.png | landmark_and_au\Disgust\landmark_and_au_0673.png | everything\Disgust\everything_0673.png | 673 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: Context summary: An indoor home-office/study setting with dark bookshelves behind. A woman in a ... | gpt-5-nano | Context summary: An indoor home-office/study setting with dark bookshelves behind. A woman in a red sleeveless top sits at a desk, on a phone call, appearing worried or stressed, with a notebook open in front of her. The scene suggests a tense or important conversation taking place in a quiet work-like environment. | The body language indicates anxiety or concern: tense posture with a forward lean, right hand gripping the phone to the ear, and facial cues of worry (furrowed brows, parted lips). | No observable emotions of others; overall mood is tense/anxious due to the distressed expression of the person on the phone. | Visible AUs and movements: AU02 (outer brow raise), AU04 (brow lowerer), AU12 (lip corner puller). Interpretation: a smile with some brow tension—likely amused or mildly happy, possibly with a hint of concentration or uncertainty. | Fear | The scene shows tense, anxious body language (forward lean, gripping the phone) and facial cues of concern (brow furrow, slight tension). While AU12 can indicate a smile, the overall negative valence, brow tension, and the context of a stressful, important conversation point more toward Fear rather than happiness or ne... | fear | 0 |
face_detection\Disgust\face_detected_0848.png | landmark_and_au\Disgust\landmark_and_au_0848.png | everything\Disgust\everything_0848.png | 848 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A busy gym/fitness center environment with people exercising around. The person highlighted in o... | gpt-5-nano | A busy gym/fitness center environment with people exercising around. The person highlighted in orange is in the foreground, appearing to speak or shout toward the camera, while others perform various workouts in the background. | The person appears assertive and focused, likely speaking emphatically or instructing others. He is leaning slightly forward with direct orientation to the viewer, mouth open in mid-speech, and a concentrated facial expression. | The other people are mostly focused or neutral, with some signs of exertion. The overall mood is busy, energetic, and competitive, which likely reinforces a strong, determined vibe for the central person. | AU4 (brow lowerer) + AU7 (eyelid tightener) + AU10 (upper lip raiser) + AU17 (chin raiser). This combination suggests a frowning or disapproving/concentrating expression, possibly with mild annoyance or skepticism; lower-face cues are masked, so interpretation is limited to the upper-face movements. | Angry | The AU combination (brow lowerer, eyelid tightener, upper lip raiser, chin raiser) points to frowning/concentration with a hint of disapproval or mild annoyance. In the described scene, the person is speaking emphatically, leaning in, and the gym’s energetic context supports a strong, determined mood rather than happin... | anger | 0 |
face_detection\Disgust\face_detected_0878.png | landmark_and_au\Disgust\landmark_and_au_0878.png | everything\Disgust\everything_0878.png | 878 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene takes place in a restaurant/bar during a social outing. The highlighted person (Samant... | gpt-5-nano | The scene takes place in a restaurant/bar during a social outing. The highlighted person (Samantha Jones) is a public relations executive who is unmarried, and she appears to be engaging in a light, social moment—likely a conversation or flirtatious interaction with someone off-camera—while others sit and drink in the ... | The person appears relaxed and approachable, with a mild positive affect (gentle smile) and open, engaged body language. | The others in the scene appear relaxed, engaged, and intermittently smiling, contributing to a lively, convivial mood. This positive social energy likely makes the target person feel more confident, entertained, and at ease in the moment. | AU6 (cheek raiser) and AU12 (lip corner puller) → indicates genuine happiness/joy (Duchenne-like smile); no strong evidence for additional AUs. | Happy | The facial action units AU6 (cheek raiser) and AU12 (lip corner puller) point to a genuine smile (Duchenne), indicating positive affect. Coupled with relaxed, open body language and a lively, friendly social context, the overall impression is one of happiness and ease. | happy | 0 |
face_detection\Disgust\face_detected_0944.png | landmark_and_au\Disgust\landmark_and_au_0944.png | everything\Disgust\everything_0944.png | 944 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene takes place in a casual diner/cafe booth. The highlighted woman is seated across from ... | gpt-5-nano | The scene takes place in a casual diner/cafe booth. The highlighted woman is seated across from someone, holding a drink, and appears to be in a tense or emotionally charged conversation amid other diners in the background. | Engaged, tense, and assertive body language. She is leaning forward toward the other person, with a direct gaze and mouth slightly open as if speaking, and one hand holding a glass—indicating she is actively participating and possibly expressing a point with some urgency or frustration. | The others around her display mild curiosity and neutral engagement, with a restrained, attentive vibe. This creates a tense, awkward social atmosphere that may make the target feel self-conscious or guarded. | Visible AUs: AU01 (inner brow raise) – eyebrow raise; AU15 (lip corner depressor) – downturned mouth corners; AU17 (chin raiser) – chin lift. Emotional meaning: negative valence (sadness/concern or disapproval) with some tension; not definitive without broader context. | Sad | The combination of inner brow raise (AU01), downturned mouth corners (AU15), and chin lift (AU17) indicates negative valence with tension. The person is forward-leaning, engaging in the conversation with a direct gaze and a slightly open mouth, suggesting urgency or frustration, but the signal set leans more toward con... | sad | 0 |
face_detection\Disgust\face_detected_1102.png | landmark_and_au\Disgust\landmark_and_au_1102.png | everything\Disgust\everything_1102.png | 1,102 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A casual indoor living-room scene in a home. The highlighted person is sitting on a couch, eatin... | gpt-5-nano | A casual indoor living-room scene in a home. The highlighted person is sitting on a couch, eating from a green bowl with a spoon, and appears to be reacting emotionally (upset or frustrated) during a conversation with someone off-screen. The setting includes warm lighting, a lamp, and household furnishings, suggesting ... | Skeptical/annoyed expression with mild defensiveness (engaged but tense). | Other people: Not clearly observable (no discernible emotions from the visible others). Overall mood: tense and awkward, with a likely confrontational or irritated dynamic centered on the target. | AU4 (brow lowerer / brow furrow) and AU7 (lid tightener) are evident; possible AU1/AU2 (inner/outer brow raise) if there is slight brow elevation. Emotional meaning: likely focused or mildly worried/concentrating, rather than happy or angry. | Neutral | The described facial action units (AU4 brow furrow and AU7 lid tightener) indicate some tension. The person is engaged in a tense conversation with a skeptical/annoyed, mildly defensive posture. In the given context, these cues suggest a negative evaluation but not a full-blown emotional expression like anger or fear, ... | neutral | 0 |
face_detection\Disgust\face_detected_1265.png | landmark_and_au\Disgust\landmark_and_au_1265.png | everything\Disgust\everything_1265.png | 1,265 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene is an indoor, formal gathering (likely a wedding or reception) with a large floral arr... | gpt-5-nano | The scene is an indoor, formal gathering (likely a wedding or reception) with a large floral arrangement behind the woman. She is near a doorway, surrounded by other people, and she looks surprised or concerned, reacting to something off-screen. | Neutral-to-mildly attentive with a hint of contemplation or slight unease; posture is calm and upright with no clear expressive gestures. | Others' emotions: Not discernible from the visible frame. Overall mood: The scene feels tense or uneasy, driven by the target’s own wary/alarmed expression, with little visible emotional input from others. | - AU09 (Nose Wrinkler) – often signals disgust.
- AU15 (Lip Corner Depressor) – downward-turning lip corners; associated with sadness, displeasure, or anger when combined with other cues.
- AU25 (Lips Part) – mouth opening; can accompany surprise, fear, or anticipation.
- AU17 (Chin Raiser) – mentalis interaction; can ... | Sad | The combination of AU15 (lip corners downward), AU17 (chin up/mentalis engagement suggesting doubt or concern), and AU25 (lips partly open) points toward sadness or concern. Although there are hints of surprise and a mild disgust cue (AU09), the dominant impression from the facial cues and tense context is negative aff... | sad | 0 |
face_detection\Disgust\face_detected_1673.png | landmark_and_au\Disgust\landmark_and_au_1673.png | everything\Disgust\everything_1673.png | 1,673 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The highlighted person is in an indoor storefront setting, likely a small convenience store or n... | gpt-5-nano | The highlighted person is in an indoor storefront setting, likely a small convenience store or newsstand. The background shows green-painted walls with shelves stocked with magazines and gum, suggesting a retail, casual-use environment. The individual’s expression appears serious or contemplative, indicating a quiet, p... | The person’s body language reads as contemplative and somber—tension and concern rather than happiness. There’s a downward gaze, knit brows, and a tight mouth, with a slightly slouched, inward-focused posture. | Others' emotions: Not observable (no other people in frame). Overall mood/emotional tone: Subdued and contemplative; the scene feels quiet and a bit tense, with the target appearing worried or pensive. | Visible AUs and inferred meaning:
- AU01: Inner brow raiser (brow raise)
- AU43: Eye closure / blink (eyes narrowing or closing)
- AU15: Lip corner depressor (downturned mouth corners)
- AU17: Chin raiser (chin wrinkles / tension)
Emotional meaning: This combination points to a grimace-like expression associated with ... | Sad | The combination of inner brow raise (AU01), eye narrowing/blink (AU43), downturned mouth (AU15), and chin tension (AU17) suggests a somber, uneasy, or contemplative state. Coupled with a calm, inward-focused posture and a subdued scene, this leans more toward negative valence with sadness-leaning tension rather than ov... | sad | 0 |
face_detection\Disgust\face_detected_1929.png | landmark_and_au\Disgust\landmark_and_au_1929.png | everything\Disgust\everything_1929.png | 1,929 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The environment is a stylish indoor living/receiving area (fireplace, art, soft lighting) at a s... | gpt-5-nano | The environment is a stylish indoor living/receiving area (fireplace, art, soft lighting) at a semi-formal social gathering or party. The highlighted person is a man in a suit standing near a blonde woman, looking to his left with a neutral or mildly attentive expression, while others mingle in the background. | Neutral, attentive posture with outward focus. The person appears to be observing something off-camera, showing no clear signs of strong emotion. | - Others' emotions: Mixed; some mild amusement or cordial smiles, but evident anxiety or discomfort from the blonde woman, with others appearing neutral or composed.
- Overall mood: A socially formal, slightly tense/awkward atmosphere, with underlying anxiety influencing how the scene feels overall. | Visible AUs: AU1 (inner brow raise) + AU2 (outer brow raise), AU5 (upper lid raise), AU6 (cheek raiser), AU12 (lip corner pull), AU25 (lips part). Inferred emotion: amused/pleasant happiness with a touch of surprise. | Happy | The highlighted person shows brow lift (AU1/2), eyelid lift (AU5), cheek raiser (AU6), lip corner pull (AU12), and lips parted (AU25). This combination indicates a mild positive affect consistent with a soft smile, in a social context, rather than negative emotions. So the overall emotion is best described as mild happ... | happy | 0 |
face_detection\Disgust\face_detected_2037.png | landmark_and_au\Disgust\landmark_and_au_2037.png | everything\Disgust\everything_2037.png | 2,037 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: An indoor fashion boutique or showroom with white display shelves and handbags. The highlighted ... | gpt-5-nano | An indoor fashion boutique or showroom with white display shelves and handbags. The highlighted woman, wearing a pink top, is reacting with a skeptical/concerned expression, as if engaged in a conversation or reacting to something off-camera in a shopping/retail context. | The body language suggests she is skeptical or uneasy, possibly processing or uncertain about something. | Other people: none clearly visible; emotions cannot be determined. Overall mood: tense/uneasy, with the scene feeling potentially uncomfortable or confrontational due to the target’s wary expression. | - Cheek raise (AU6)
- Brow lowerer (AU4)
- Lid tightener (AU7)
- Lip corner puller (AU12)
Emotion interpretation: a guarded or mildly happy/amused expression with slight tension or concentration (a smile with some forehead/eye engagement). | Happy | The face shows AU6 (cheek raise) and AU12 (lip corner puller), which are strong indicators of a smile/happiness. AU4 (brow lowerer) and AU7 (lid tightener) suggest some tension or concentration, but the overall cue is a mild smile rather than a negative or neutral state. The strongest match among the given categories i... | happy | 0 |
face_detection\Disgust\face_detected_2043.png | landmark_and_au\Disgust\landmark_and_au_2043.png | everything\Disgust\everything_2043.png | 2,043 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene takes place in a fashion boutique/showroom. The highlighted person is seated near a di... | gpt-5-nano | The scene takes place in a fashion boutique/showroom. The highlighted person is seated near a display desk, with handbags visible behind him, and appears to be in a tense or skeptical moment during a conversation or interaction related to the store. | Skeptical/critical and guarded; evaluating with a hint of annoyance. | No other people visible; mood is tense and restrained; the target person appears skeptical/annoyed. | - Visible AUs: AU1 (inner brow raise) and/or AU2 (outer brow raise) indicating eyebrow elevation; AU5 (upper eyelid raise) indicating open/alert eyes.
- Lip/cheek AUs not observable due to mask (no reliable AU12, AU15, AU17, etc.).
- Inferred emotion: neutral to attentive, with a possibility of mild surprise or curiosi... | Neutral | The visible facial action units (AU1/AU2 brow raise and AU5 upper eyelid raise) suggest alertness or mild surprise, but there is no strong positive or negative expression (no clear smile or frown). Given the tense, skeptical context and masked mouth, the overall affect aligns best with a neutral, attentive state rather... | neutral | 0 |
face_detection\Disgust\face_detected_2044.png | landmark_and_au\Disgust\landmark_and_au_2044.png | everything\Disgust\everything_2044.png | 2,044 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A man in a suit sits in a fashion boutique showroom, surrounded by display shelves with handbags... | gpt-5-nano | A man in a suit sits in a fashion boutique showroom, surrounded by display shelves with handbags. He appears to be in a focused or contemplative moment, likely involved in a shopping or business-related activity in an indoor retail environment. | The body language suggests concentration or skepticism with a closed, introspective posture—downward gaze, no smile, slight head tilt, and a forward-leaning orientation. | No other people are visible, so there are no observable emotions of others to report. The overall mood appears tense and serious. The visible person looks pensive or stern, suggesting a focused or somber atmosphere. | AU43 (Eye Closure), AU09 (Nose Wrinkler), AU17 (Chin Raiser) — Emotion: Disgust (primary), with possible contempt/displeasure. | Disgust | The facial action units described (AU09 Nose Wrinkler, AU43 Eye Closure, AU17 Chin Raiser) along with a closed, introspective expression and lack of a smile suggest a negative evaluative state. In the provided category set, this pattern aligns most with Disgust (potentially with contempt/displeasure) rather than other ... | disgust | 1 |
face_detection\Disgust\face_detected_2179.png | landmark_and_au\Disgust\landmark_and_au_2179.png | everything\Disgust\everything_2179.png | 2,179 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A woman in a warm indoor dining area (home or casual restaurant) is about to eat a bite of green... | gpt-5-nano | A woman in a warm indoor dining area (home or casual restaurant) is about to eat a bite of green food from a utensil, with another person and a meal setup visible in the background, indicating a mealtime scene. | Focused and engaged in the act of eating, with a forward-leaning posture, head down toward the food, and a mouth ready to bite. This conveys mild anticipation or hunger, with a neutral-to-positive affect rather than a distinct emotional expression. | The other people in the scene appear neutral or mildly curious, with none displaying strong emotions. The overall mood is casual and relaxed; this subdued, normal social atmosphere is unlikely to influence the target person in any charged way and may even reinforce a comfortable dining context. | - Observed facial muscle movements (AUs): AU01 (inner brow raiser), AU05 (upper lid raiser), AU25 (lips part), AU26 (jaw drop)
- Emotional meaning: Surprise / astonishment | Surprise | The observed AUs — AU01 (inner brow raise), AU05 (upper lid raise), AU25 (lips part), AU26 (jaw drop) — are classic indicators of surprise/astonishment. While the context suggests mild anticipation, the facial muscle pattern aligns more with a surprised expression than with neutral or other emotions. | surprise | 0 |
face_detection\Disgust\face_detected_2184.png | landmark_and_au\Disgust\landmark_and_au_2184.png | everything\Disgust\everything_2184.png | 2,184 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene is set in a home interior, likely a bedroom or small living area, with light walls, de... | gpt-5-nano | The scene is set in a home interior, likely a bedroom or small living area, with light walls, decorative plates on the wall, a framed picture, and wainscoting. The highlighted person is a woman in a pink satin nightgown who looks tense or upset, standing and facing another person who is seen from behind and holding a y... | The person is facing the other individual with a slight forward lean, indicating engagement in the interaction. One arm is extended forward with the palm open, suggesting gesturing or emphasizing a point; the other arm is not clearly visible. The head is oriented toward the other person, with a facial expression that i... | Other people’s emotions: Not clearly readable for the person with their back to the camera; their body language hints at assertiveness or confrontation. Overall mood: tense, anxious, and confrontational, with the target appearing worried or defensive in response. | - Visible muscle movements: Eyebrows raised (likely AU1 Inner Brow Raiser and/or AU2 Outer Brow Raiser), upper eyelid raised (AU5). Mouth/lip region is obscured by the mask, so cannot observe AU12 (Lip Corner Puller) or other lip-related AUs.
- Emotional interpretation: The upper-face cues are compatible with neutral o... | Angry | The scene shows a tense confrontation with forward-leaning posture, an extended open-palm gesture, and furrowed brows. Although the mouth is obscured by a mask, the eye region (AU-like cues) and the overall context point toward heightened arousal and hostility rather than neutrality or surprise. The interaction dynamic... | anger | 0 |
face_detection\Disgust\face_detected_2245.png | landmark_and_au\Disgust\landmark_and_au_2245.png | everything\Disgust\everything_2245.png | 2,245 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene takes place in a warm, indoor hallway/entry area of a home or small office. A professi... | gpt-5-nano | The scene takes place in a warm, indoor hallway/entry area of a home or small office. A professionally dressed woman is engaged in a serious conversation with someone off-screen to the left, suggesting a tense or important exchange. | Engaged, positive, and confident body language—attentive listening with a gentle smile, slight head tilt, and an open, forward-facing posture. | There are no clearly discernible emotions from the other people in the scene due to limited visibility of their faces. The overall mood appears tense or serious, with a sense of social pressure or intensity in the interaction. | Visible AUs: AU01 (Inner Brow Raiser) and AU17 (Chin Raiser). No clear lip or cheek movements are visible due to the mask. Interpretation: AU01 suggests surprise or heightened attention; AU17 suggests contemplation, doubt, or mild effort. Overall, the expression appears neutral to mildly curious or focused, with lower-... | Neutral | The key facial action units (AU01 Inner Brow Raiser and AU17 Chin Raiser) point to heightened attention or contemplation. With the mask obscuring the lower face, and given the context of a tense, serious exchange, there isn’t clear evidence of a basic emotion like anger, fear, or happiness. The description flags a neut... | neutral | 0 |
face_detection\Disgust\face_detected_2999.png | landmark_and_au\Disgust\landmark_and_au_2999.png | everything\Disgust\everything_2999.png | 2,999 | disgust | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene is set in a hospital/clinic environment. The highlighted person appears to be a patien... | gpt-5-nano | The scene is set in a hospital/clinic environment. The highlighted person appears to be a patient or visitor seated near a treatment area, with medical staff nearby, and she seems to be in a calm, contemplative moment—possibly waiting for news or participating in a serious conversation. | The person is seated with a slight forward lean and relaxed shoulders. The head is slightly tilted to the left (our right), and the gaze is forward and slightly downward, with a neutral mouth. Hands are not visible, and there are no pronounced gestures. Overall, the posture suggests calmness and attentiveness or contem... | Others’ emotions: mostly neutral or indiscernible; no clear emotional cues from background figures. Overall mood: subdued and contemplative, with a restrained or slightly tense emotional tone. | AU01 (Inner Brow Raiser) and AU17 (Chin Raiser) – likely indicating concentration or mild skepticism/uncertainty; overall emotion is ambiguous due to limited visible cues. | Neutral | The person shows calm, attentive posture with a slight forward lean, relaxed shoulders, and a neutral mouth. AU01 and AU17 suggest concentration rather than a strong emotion. The hospital context implies subdued mood rather than overt happiness or distress. Overall, the cues align with a neutral emotional state. | neutral | 0 |
face_detection\Fear\face_detected_0254.png | landmark_and_au\Fear\landmark_and_au_0254.png | everything\Fear\everything_0254.png | 254 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene takes place in a cozy apartment living room. The highlighted person is a man with shor... | gpt-5-nano | The scene takes place in a cozy apartment living room. The highlighted person is a man with short dark hair wearing a dark green shirt, standing and facing another man who has his back to the camera and is wearing a burgundy shirt. The highlighted man is holding a small white object in his hand and has a serious, atten... | Attentive and engaged, with a hint of caution or hesitancy (neutral to mildly guarded posture). | Other people: the emotion is not readable from the visible person (face hidden), but their body language shows engagement and potential pressure or confrontation. Overall mood: tense and serious, with an atmosphere of a potentially important or difficult discussion. | Visible movement: Brow Lowerer (AU4) — suggests frowning, concentration, or negative/serious emotion. No other clear facial AUs (e.g., AU6, AU7, AU12, AU15) are evident from the markers. | Neutral | The highlighted man shows a furrowed brow and a serious, attentive gaze. There is no smile or overt aggression, and his posture suggests engagement with a tense but controlled conversation. Given the context, the emotion reads as neutral with a hint of tension rather than a discrete anger or fear expression. | neutral | 0 |
face_detection\Fear\face_detected_0630.png | landmark_and_au\Fear\landmark_and_au_0630.png | everything\Fear\everything_0630.png | 630 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene shows a formal indoor social setting (likely a home lounge or upscale event space) whe... | gpt-5-nano | The scene shows a formal indoor social setting (likely a home lounge or upscale event space) where a man in a tuxedo is talking to and touching the woman seated on a sofa. She is dressed in a black dress and appears calm or tired, suggesting a quiet, personal conversation amid a sophisticated gathering. | The body language suggests a contemplative or mildly disengaged posture: downward gaze, slight head tilt, relaxed facial muscles, minimal hand gestures, and a torso oriented toward the interaction but with the head turned away. | The man appears calm and supportive toward the woman, who seems tired or disengaged and perhaps contemplative. The overall mood is subdued, intimate, and slightly somber within a formal social context. | AU4 (Brow Lowerer) — brow lowered; AU7 (Lid Tightener) — eye region tightened; AU10 (Upper Lip Raiser) — upper lip raised; AU25 (Lips Part) — lips parted; AU17 (Chin Raiser) — chin lifted. Emotion: primarily concentration/uncertainty with a hint of mild displeasure or effort; not a clear positive or negative emotion. | Neutral | The AU pattern (brow lowerer AU4, lid tightener AU7, upper lip raiser AU10, lips part AU25, chin raise AU17) along with a downward gaze and minimal facial movement suggests cognitive effort or mild unease rather than a clear positive or negative basic emotion. The overall mood described is calm, contemplative, or neutr... | neutral | 0 |
face_detection\Fear\face_detected_0699.png | landmark_and_au\Fear\landmark_and_au_0699.png | everything\Fear\everything_0699.png | 699 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A stylish private office or home office/studio where the woman is seated at a cluttered desk, li... | gpt-5-nano | A stylish private office or home office/studio where the woman is seated at a cluttered desk, likely in a conversation or meeting with someone off-camera, in a calm, professional setting. | Attentive, open, and mildly positive/engaged body language with calm confidence. | No other people are visible, so I cannot determine their emotions. The overall mood of the scene comes across as calm and professional, with a focused, businesslike atmosphere. | Visible AUs and inferred emotion:
- AU1 (Inner brow raiser): active
- AU2 (Outer brow raiser): active
- Mouth-related AUs (e.g., AU12 lip corner pull) and cheek AUs: not assessable due to the mask
- Inferred emotion: likely surprise or attentive/curious; overall interpretation remains uncertain without lower-face cues. | Surprise | The visible AU1 and AU2 brow-raising suggest a state of heightened attention or surprise. With the lower face obscured, mouth cues for happiness aren’t accessible, and the context describes a calm, professional, engaged demeanor rather than overt emotion. Among the provided categories, these cues align best with Surpri... | surprise | 0 |
face_detection\Fear\face_detected_0704.png | landmark_and_au\Fear\landmark_and_au_0704.png | everything\Fear\everything_0704.png | 704 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene shows a woman seated at a table in a home interior (living/dining area) across from so... | gpt-5-nano | The scene shows a woman seated at a table in a home interior (living/dining area) across from someone off-camera, engaged in a dialogue or confrontation. She is speaking with an expressive, possibly intense emotion, in a casual domestic setting, with on-screen credits visible. | Engaged and expressive communication: upright posture with a slight forward lean, head facing the interlocutor, and an open mouth indicating active talking or emphasis; minimal visible hand gestures, suggesting confident, attentive participation in the conversation. | Others’ emotions: Not clearly readable; the visible other person appears attentive or neutral (based on posture). Overall mood: tense and serious, with the target person expressing strong emotion and the other person present as a possibly attentive listener. | Movements visible: AU01 Inner brow raise; AU07 Lid tightener (eye area); AU10 Upper lip raiser; AU26 Jaw drop. Emotional meaning: Generally indicates surprise/startle, possibly with some eye tension; accuracy is limited by the mask obscuring the lower face. | Surprise | The visible facial actions—AU01 inner brow raise, AU07 lid tightener, AU10 upper lip raiser, and AU26 jaw drop—together commonly signal surprise/startle, especially with an open mouth and active speech in a tense confrontation. Masking limits lower-face cues, but the combination still points toward surprise rather than... | surprise | 0 |
face_detection\Fear\face_detected_0986.png | landmark_and_au\Fear\landmark_and_au_0986.png | everything\Fear\everything_0986.png | 986 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A formal indoor social gathering (such as a party, gala, or film premiere) with many attendees m... | gpt-5-nano | A formal indoor social gathering (such as a party, gala, or film premiere) with many attendees mingling; the highlighted man is in a tense, serious moment, talking with someone amid the crowd. | The body language indicates guardedness or unease—downward gaze, furrowed brow, pressed lips, and slightly slouched/turned posture with minimal open gestures. | Others’ emotions range from neutral to mildly engaged, with a few individuals showing slight smiles or conversations. The central figure appears tense and focused. Overall mood is tense and serious, with the crowd’s attention likely increasing the target’s sense of scrutiny and pressure, potentially pushing him to proj... | - Visible AU: Brow lowerer (AU4) — suggests frowning, concentration, or negative affect.
- Lip-related AUs: Not reliably observable due to mask occlusion; cannot confidently infer lip corner movement (AU12) or lip depressors (AU15) from this view.
- Overall inferred emotion: Negative or tense (displeasure/concern) with... | Neutral | The visible cue is brow lowering (AU4), suggesting concentration or negative affect, but the mouth area is occluded and there are no clear cues of anger (e.g., snarling) or other distinct emotions. The overall tense context and guarded posture point to a neutral stance under pressure rather than a clearly expressed emo... | neutral | 0 |
face_detection\Fear\face_detected_0991.png | landmark_and_au\Fear\landmark_and_au_0991.png | everything\Fear\everything_0991.png | 991 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene depicts a crowded indoor social/formal event (likely a party or reception, possibly ba... | gpt-5-nano | The scene depicts a crowded indoor social/formal event (likely a party or reception, possibly backstage or in a banquet/venue area). The highlighted man in a suit is standing among attendees, looking down as people mingle around him, indicating a moment of private contemplation or unease within the busy event. | The person appears tense/uncomfortable and focused, exhibiting a closed, self-protective posture. | Others are mostly neutral to mildly engaged; the overall mood is tense and bustling. This environment likely heightens the target person’s feeling of being watched or judged, contributing to his apparent discomfort or anxiety. | Observed AUs: AU04 (brow lowerer), AU09 (nose wrinkler), AU17 (chin raiser). This combination suggests a negative appraisal or displeasure (e.g., disgust, contempt, or skepticism); the mask obscures the mouth, limiting additional cues. | Disgust | The combination of AU04 (brow lowerer), AU09 (nose wrinkler), and AU17 (chin raiser) points to negative appraisal or displeasure. The subject’s downcast gaze and tense, closed posture while among others in a lively event further support a state of unease or aversion rather than overt happiness or fear. Given the option... | disgust | 0 |
face_detection\Fear\face_detected_1172.png | landmark_and_au\Fear\landmark_and_au_1172.png | everything\Fear\everything_1172.png | 1,172 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene shows two people at an entryway of an upscale interior (likely a home or venue), with ... | gpt-5-nano | The scene shows two people at an entryway of an upscale interior (likely a home or venue), with the man in a dark suit engaging in a cordial greeting or conversation with the woman standing near the doorway, suggesting they are arriving at or just entering a social gathering. | Open, friendly, and engaged body language: slight head tilt and forward-lean toward the interlocutor, relaxed posture with no defensive gestures, and a mild smile suggesting positive or neutral sentiment. | The other person visible appears attentive and neutral-to-positive, signaling engagement and support. The overall mood is warm, calm, and sociable, which likely helps the target feel at ease and receptive during the interaction. | - Detected AUs: AU04 (brow lowerer), AU10 (upper lip raiser), AU12 (lip corner puller), AU15 (lip corner depressor), AU17 (chin raiser)
- Movement notes and likely meaning:
- AU04: brow lowering — negative valence or concentration (tender/furrowed brow)
- AU10: upper lip raising — tension; can accompany effort or m... | Neutral | The facial action units show brow lowering and chin tension (AU04, AU17) with mixed mouth movements (AU12, AU15) and no clear, genuine smile (AU6 absent). This yields an ambiguous/strained cue set rather than a distinct emotion. Considering the social context and lack of clear happiness or anger, Neutral is the best fi... | neutral | 0 |
face_detection\Fear\face_detected_1389.png | landmark_and_au\Fear\landmark_and_au_1389.png | everything\Fear\everything_1389.png | 1,389 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The highlighted person is in a busy historic-looking indoor location (stone walls and arches, wi... | gpt-5-nano | The highlighted person is in a busy historic-looking indoor location (stone walls and arches, with other people around), likely a scene from a period-film or retro-event. The two women are walking together, and the boxed individual is speaking or reacting, while the other accompanies her—suggesting a casual, in-motion ... | Attentive and mildly surprised/engaged. Upright posture with a slight head tilt, eyes focused forward, and mouth slightly open, with minimal or no visible hand gestures. | The other people overall show calm, attentive, and mildly curious emotions (background crowd) and a supportive, composed demeanor from the orange-hatted woman. The target appears anxious or tense. The scene conveys a lively social mood with an undercurrent of tension; the nearby calm presence may offer some reassurance... | AU01 — Inner Brow Raiser (eyebrow raise); AU25 — Lips Part (mouth opening). Emotional meaning: tends toward surprise/attentiveness or mild uncertainty. | Surprise | The bounding box shows AU01 (inner brow raise) and AU25 (lips part). This combination commonly indicates surprise or heightened attentiveness. In the given context—an in-motion conversation in a busy, social setting—the expression aligns more with surprise/engaged attention rather than fear or anger. | surprise | 0 |
face_detection\Fear\face_detected_1759.png | landmark_and_au\Fear\landmark_and_au_1759.png | everything\Fear\everything_1759.png | 1,759 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: An outdoor night-time dining scene on a patio or garden setting. A man in a tan blazer and red s... | gpt-5-nano | An outdoor night-time dining scene on a patio or garden setting. A man in a tan blazer and red shirt sits across from a woman, with a candlelit table between them. The mood is intimate and private, indicating a date or serious one-on-one conversation. | The body language suggests attentiveness and contemplation, with a neutral to slightly tense mood (neutral/considering, possibly cautious during the interaction). | The other person present is likely attentive or neutral (since we can’t see her face), while no clear emotions are readable from background figures. Overall mood is quiet and intimate with a hint of seriousness or tension, driven by the man's contemplative demeanor and the close, conversational setup. | AU01 (Inner Brow Raiser) + AU14 (Dimpler) + AU17 (Chin Raiser); interpretation: a thinking/attentive expression with a mild positive cue (subtle smile/dimpling), not a definitive emotion. | Neutral | The combination of AU01 (Inner Brow Raiser) with AU14 (Dimpler) and AU17 (Chin Raiser) suggests attentiveness and mild positive cue (a subtle smile/dimpling) in a context of contemplation. The scene is intimate and low-key, with no strong emotional indicators, so the overall expression aligns best with a neutral state ... | neutral | 0 |
face_detection\Fear\face_detected_1810.png | landmark_and_au\Fear\landmark_and_au_1810.png | everything\Fear\everything_1810.png | 1,810 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene shows an indoor, backstage/dressing-room-like area with a guitar on a glass table and ... | gpt-5-nano | The scene shows an indoor, backstage/dressing-room-like area with a guitar on a glass table and leopard-print attire. A woman sits on the floor beside a basket, looking down with a calm, weary expression while holding a prop or cord, implying she is taking a moment to rest or prepare before/after a performance. | The person appears subdued and introspective, likely feeling sad or tired. Her posture is closed and protective (slumped shoulders, forward lean), head tilted/down with eyes cast downward, and hands gripping the microphone near her chest, suggesting tension or a need for comfort. | No other people visible to gauge their emotions. The overall mood of the scene reads as tense and somber, with the person shown looking distressed or exhausted, contributing to a sense of vulnerability and isolation. | Puzzled/uncertain with mild surprise and contemplation (brow lowering with inner brow raise, lips parted, and chin raised). | Sad | The person is seated on the floor with a slouched, protective posture, looking down with a subdued, weary expression. The overall scene feels tense and somber, and the facial cues described (downcast gaze, closed body language, tired demeanor) align with sadness rather than other emotions like anger, fear, or happiness... | sad | 0 |
face_detection\Fear\face_detected_1853.png | landmark_and_au\Fear\landmark_and_au_1853.png | everything\Fear\everything_1853.png | 1,853 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The highlighted person is in a dim, stylish indoor setting (likely a bar or lounge) engaging in ... | gpt-5-nano | The highlighted person is in a dim, stylish indoor setting (likely a bar or lounge) engaging in a close, possibly tense conversation with another person. The atmosphere is intimate but charged, with warm lighting and decorative surroundings. | The individual appears engaged and attentive, with a hint of caution or mild tension. He is listening/assessing the conversation, not displaying relaxation or strong positive emotion. | The other person’s emotion is not directly readable (neutral/unreadable) due to their back being turned, but their body language appears firm or confrontational. The overall mood of the scene feels tense and uneasy, with a potential on-edge dynamic between the two people. | Visible movements: AU5 (Upper lid raise); AU2 (Outer brow raise) with a possibility of AU1 (Inner brow raise). Emotional meaning: Likely surprise or heightened alertness/curiosity; interpretation is uncertain due to limited view and lack of lower-face cues. | Surprise | The observed facial action units (AU5 upper lid raise, AU2 outer brow raise, and possibly AU1 inner brow raise) are commonly associated with surprise or heightened alertness. Coupled with the tense, attentive body language and the lack of a clear positive or negative facial expression, this points toward a state of ale... | surprise | 0 |
face_detection\Fear\face_detected_2278.png | landmark_and_au\Fear\landmark_and_au_2278.png | everything\Fear\everything_2278.png | 2,278 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A woman is in a bathroom-like indoor space with white subway tile walls, sitting or reclining ne... | gpt-5-nano | A woman is in a bathroom-like indoor space with white subway tile walls, sitting or reclining near a tub/sink, wearing a white top. She appears distressed or upset, suggesting an emotional moment or tense interaction happening off-camera in a private domestic setting. | The person appears to be mildly concerned or puzzled, displaying engaged but uncertain body language (slight head tilt, gentle brow furrow, and a subtle forward lean). | No other people present; overall mood is tense and distressed, centered on the main person's emotional discomfort. | - AU07: Lid Tightener (eye area)
- AU15: Lip Corner Depressor (mouth)
- Emotional meaning: negative emotion cues such as sadness, disappointment, or concern (uncertain exact emotion due to limited AU visibility). | Sad | The visible cues—AU07 Lid Tightener and AU15 Lip Corner Depressor—along with a slightly furrowed brow and a forward-leaning posture in a distressed domestic context point toward a negative emotional state. The scene emphasizes sadness or concern rather than anger, fear, or other emotions. | sad | 0 |
face_detection\Fear\face_detected_2296.png | landmark_and_au\Fear\landmark_and_au_2296.png | everything\Fear\everything_2296.png | 2,296 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The highlighted person is in a private indoor space (likely a bathroom/dressing area) with anoth... | gpt-5-nano | The highlighted person is in a private indoor space (likely a bathroom/dressing area) with another person nearby, and they are engaged in a serious conversation. The towel-wrapped individual appears tense or anxious, indicating an emotional exchange is taking place. | Mild concern or skepticism; attentive but unsure. | The other person seems attentive with a possible hint of concern, and the overall mood of the scene is tense and serious. | - Visible AUs:
- AU12: Lip Corner Puller (lip corners up) – typical smile indicating happiness or friendliness.
- AU4: Brow Lowerer (brows pulled downward) – can signal mild concern, concentration, or a restrained emotion.
- AU17: Chin Raiser (chin lifted) – can accompany emphasis, surprise, or determination.
- E... | Neutral | The visible AU signals include a mild smile (AU12) paired with brow lowering (AU4) and chin elevation (AU17). Taken together, this suggests a restrained or polite affect rather than a strong, genuine happiness. In the context of a tense, serious conversation, the overall impression leans toward a neutral, guarded inter... | neutral | 0 |
face_detection\Fear\face_detected_2339.png | landmark_and_au\Fear\landmark_and_au_2339.png | everything\Fear\everything_2339.png | 2,339 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A spa/hotel dressing or treatment area where a staff member is delivering or organizing towels f... | gpt-5-nano | A spa/hotel dressing or treatment area where a staff member is delivering or organizing towels for guests, standing with rolled towels on a cart, with neatly stacked towels on shelves and a curtained room nearby. The scene conveys spa/towel service in progress. | Neutral to mildly attentive, composed and modest. The posture is upright and slightly posed, with a guarded but non-threatening stance. | The other person appears neutral or unexpressive (no discernible emotion due to back turn). The overall mood of the scene is calm, routine, and non-confrontational. | - AU02: Outer brow raise (brow raise)
- Movement: Eyebrows lifted outward
- Possible emotion: Surprise, curiosity, or heightened attention
- AU09: Nose wrinkler
- Movement: Wrinkling of the nose
- Possible emotion: Disgust, mild discomfort, or evaluative tightening
- AU17: Chin raiser
- Movement: Chin lifted/... | Surprise | The visible facial cues (brow lift AU02, nose wrinkler AU09, chin up AU17) suggest a mild, non-specific reaction. Coupled with partial occlusion by a mask and a calm, neutral body posture in a routine spa setting, this leans toward cautious curiosity or mild surprise rather than a strong emotion. | surprise | 0 |
face_detection\Fear\face_detected_2432.png | landmark_and_au\Fear\landmark_and_au_2432.png | everything\Fear\everything_2432.png | 2,432 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A man in a mustard-yellow sweater and glasses stands in a home interior (likely a hallway or roo... | gpt-5-nano | A man in a mustard-yellow sweater and glasses stands in a home interior (likely a hallway or room near a doorway), facing a woman with red hair. They seem to be having a casual conversation, with the man displaying a neutral-to-mildly concerned expression, indicating a calm but potentially thoughtful or slightly tense ... | The person is standing with his torso slightly angled toward the other person, head oriented toward them with a slight tilt, eyes directed at the other person, and arms not visible (likely at the sides). Facial expression appears neutral with the mouth closed and no notable hand gestures. | The other person’s emotions cannot be read from this view; the visible person appears mildly concerned or uncertain. The overall mood of the scene is tense and serious, with a focused, engaged interaction between them. | AU1 (Inner brow raise), AU2 (Outer brow raise), AU5 (Upper lid raiser), AU17 (Chin raiser). These suggest heightened attention or mild surprise/curiosity; the mask obscures the mouth, so no reliable evidence for lip-related AUs (e.g., AU12). Overall: neutral to mildly surprised/attentive. | Surprise | The described expression is neutral to mildly concerned, with brow raising (AU1, AU2), eyelid lifting (AU5), and chin up (AU17), which together suggest heightened attention or mild surprise. The mouth is not visible, and there’s no clear sign of anger, happiness, sadness, fear, or disgust. This pattern best maps to the... | surprise | 0 |
face_detection\Fear\face_detected_2450.png | landmark_and_au\Fear\landmark_and_au_2450.png | everything\Fear\everything_2450.png | 2,450 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A man in a blazer stands on a dimly lit stage, speaking to an unseen audience. The setting resem... | gpt-5-nano | A man in a blazer stands on a dimly lit stage, speaking to an unseen audience. The setting resembles a small theater or studio meant for a talk or performance, with a table of items (props/food) visible to the right. The overall scene suggests a presentation or stand-up style moment in an indoor venue. | The body language indicates a composed, engaged, and presenting stance—open and attentive with a neutral to mildly positive emotional tone. | No other people are visible, so their emotions cannot be assessed. The overall mood is calm, formal, and slightly tense or anticipatory due to the stage setting and the speaker’s composed demeanor. | - Visible facial muscle movements (AUs):
- AU1 (Inner Brow Raiser) – brow lift
- AU2 (Outer Brow Raiser) – brow lift
- AU5 (Upper Lid Raiser) – eyes appear more open
- AU7 (Lid Tightener) – possible if eyelids look slightly squinted or tense (not confidently observed)
- Emotional meaning: Signals surprise or he... | Neutral | The listed AUs (AU1/AU2 brow lifting and AU5 upper lid raising) point to heightened attention or mild surprise, but the overall context (composed, presenting stance in a calm, formal setting) and lack of clear positive/negative mouth cues suggest no strong emotion is being expressed. With the mouth area obscured, the s... | neutral | 0 |
face_detection\Fear\face_detected_2453.png | landmark_and_au\Fear\landmark_and_au_2453.png | everything\Fear\everything_2453.png | 2,453 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A man in a suit is giving a talk or presentation on a dimly lit stage, with a table of props nea... | gpt-5-nano | A man in a suit is giving a talk or presentation on a dimly lit stage, with a table of props nearby, in a theater/lecture-hall style environment. | Calm, composed, and professionally engaged presenter. Neutral-to-slightly positive affect with a controlled, self-contained posture. | No other people are visible, so I can’t describe their emotions. The overall mood of the scene is quiet and formal, with the presenter looking calm and engaged as he speaks on stage. | Visible AUs: AU1/2 (brow raise), AU5 (upper lid raise), AU6 (cheek raise). Inferred emotion: engaged/alert with a hint of surprise or positive valence; overall, the mask obscures a definitive smile, so emotion is uncertain and likely mild rather than strongly positive. | Surprise | The visible facial action units include brow raise (AU1/2), upper lid raise (AU5), and cheek raise (AU6). These AUs are commonly associated with alertness and a mild surprise signal, especially when the mouth region doesn’t show a clear smile. Given the formal, calm context and lack of strong positive expression, the m... | surprise | 0 |
face_detection\Fear\face_detected_2693.png | landmark_and_au\Fear\landmark_and_au_2693.png | everything\Fear\everything_2693.png | 2,693 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: An indoor domestic setting (likely a living area) during a tense, dramatic moment. The person, d... | gpt-5-nano | An indoor domestic setting (likely a living area) during a tense, dramatic moment. The person, dressed formally, is reacting with shock or disbelief, suggesting she has just received surprising or troubling information in a private, possibly confrontational scene. | Surprise with disbelief/puzzlement; upright, forward-facing posture with tense alertness and minimal gesturing. | No other people are visible; cannot determine emotions of others. The overall mood is tense and uneasy, driven by the visible person’s surprised/irritated expression. | - AU04 Brow Lowerer (brow furrow) — indicates concentration, displeasure, or sadness.
- AU06 Cheek Raiser — contributes to a smiling expression, especially when paired with AU12.
- AU12 Lip Corner Puller — smile.
- AU15 Lip Corner Depressor — downturn of the mouth corners; sadness or displeasure.
- AU17 Chin Raiser (me... | Surprise | The context describes a tense, shocking moment with disbelief. While there are cues resembling a smile (AU12 with AU06), the brow lowering (AU04), lip corner depressor (AU15), and chin raise (AU17) point to concern, doubt, and tension. The overall signal aligns more with surprise than genuine happiness. | surprise | 0 |
face_detection\Fear\face_detected_2855.png | landmark_and_au\Fear\landmark_and_au_2855.png | everything\Fear\everything_2855.png | 2,855 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A hospital or clinic hallway. The highlighted woman is likely a patient or visitor standing in p... | gpt-5-nano | A hospital or clinic hallway. The highlighted woman is likely a patient or visitor standing in profile, appearing tense or pensive, while staff and other people are visible in the background, indicating she is waiting for news or an appointment in a medical environment. | Neutral-to-slightly tense/concerned, attentive and processing information rather than relaxed or happy. | The other people in the scene appear neutral to mildly anxious (not clearly expressive due to blur), and the overall mood is tense, subdued, and serious, consistent with a waiting-room environment. | AU04 (Brow Lowerer) + AU09 (Nose Wrinkler) + AU25 (Lips Part) + AU17 (Chin Raiser) — suggests negative appraisal (disapproval/skepticism) with a hint of surprise or thoughtfulness; mask may limit other cues. | Neutral | The cues indicate a tense, processing state in a medical waiting context rather than a clearly defined basic emotion. Brow lowering and a nose wrinkle suggest negative appraisal or concern, while lip part and chin raise hint at thoughtfulness or mild surprise. Overall, the scene reads as subdued and anxious rather than... | neutral | 0 |
face_detection\Fear\face_detected_2929.png | landmark_and_au\Fear\landmark_and_au_2929.png | everything\Fear\everything_2929.png | 2,929 | fear | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A tense moment at an indoor wedding venue where the bride, in a strapless white gown with a veil... | gpt-5-nano | A tense moment at an indoor wedding venue where the bride, in a strapless white gown with a veil, is conversing seriously with another woman (likely a guest or bridesmaid) near a decorative flower arrangement, with warm, upscale surroundings in the background. | Tense, guarded, and alert; likely feeling surprise or disapproval, with direct attention toward the other person. | The other person seems tense, focused, and potentially stern or urgent, which heightens the target’s anxiety and creates a tense, dramatic mood overall. | AU04 (Brow Lowerer), AU11 (Nasolabial Furrow Deepener), AU16 (Lower Lip Depressor) — suggests sadness/disappointment (negative valence, low to moderate arousal). | Sad | The observed facial action units — AU04 (brow lowerer), AU11 (nasolabial furrow deepener), and AU16 (lower lip depressor) — align with negative valence and sadness/disappointment. Even though the scene is tense, these cues more strongly indicate a subdued sad/disappointed emotion rather than anger, fear, or surprise. | sad | 0 |
face_detection\Happy\face_detected_0083.png | landmark_and_au\Happy\landmark_and_au_0083.png | everything\Happy\everything_0083.png | 83 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A woman is seated on a cozy tan sofa in an indoor living-room/studio setting with warm lighting ... | gpt-5-nano | A woman is seated on a cozy tan sofa in an indoor living-room/studio setting with warm lighting and retro décor, engaged in a lighthearted conversation and smiling. | Open, relaxed, and engaged body language. The person seems friendly and comfortable, likely in a pleasant, social mood. | No other people are visible, so there are no observable emotions to report about others or their influence on the target. The scene has a warm, cheerful, and relaxed emotional tone, with the target person appearing happy and engaged. | - Visible AUs: AU6 (cheek raiser) — positive affect; AU7 (lid tightener) — possible; AU1/2 (brow raise) — possible
- Not observable due to mask: AU12 (lip corner puller) and other lower-face AUs
- Inferred emotion: positive / engaged (happiness or friendly attentiveness), with limited certainty due to mouth being maske... | Happy | The scene describes a smiling, open, relaxed, and engaged woman in a warm, social setting. Visible facial action units indicate positive affect (AU6), with AU12 not observable due to mask, but the overall mood and context strongly align with happiness or friendly attentiveness. | happy | 1 |
face_detection\Happy\face_detected_0086.png | landmark_and_au\Happy\landmark_and_au_0086.png | everything\Happy\everything_0086.png | 86 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A woman in a black top is in a bustling bar/lounge environment, smiling while holding a folded p... | gpt-5-nano | A woman in a black top is in a bustling bar/lounge environment, smiling while holding a folded piece of paper, indicating she is reacting positively to a note or message as part of a casual social gathering. | Positive, happy/ amused body language with an open, engaged posture and a genuine smile. | The others appear neutral to mildly positive—engaged in casual conversation or activity with relaxed postures. The overall mood is warm, sociable, and lighthearted. This supportive, easygoing environment likely reinforces the target’s positive emotions (she seems amused or happy). | - Eyebrows: AU1 (inner brow raise) and AU2 (outer brow raise) — typically associated with surprise or curiosity.
- Upper eyelids: AU5 (upper lid raise) — suggests surprise or heightened attention.
- Cheeks: AU6 (cheek raiser) — can accompany a smile or positive affect if the lower face were visible.
- Mouth/jaw: Not ob... | Surprise | The visible facial cues include AU1+AU2 (brow raise) and AU5 (upper lid raise), which are strongly associated with surprise or heightened attention. AU6 (cheek raiser) can accompany positive affect, but with the mouth area obscured, a definitive “Happy” smile can’t be confirmed. Given the combination and context, the d... | surprise | 0 |
face_detection\Happy\face_detected_0102.png | landmark_and_au\Happy\landmark_and_au_0102.png | everything\Happy\everything_0102.png | 102 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A woman is in a home kitchen, talking on the phone, with a focused or concerned expression. The ... | gpt-5-nano | A woman is in a home kitchen, talking on the phone, with a focused or concerned expression. The scene shows a domestic, well-used kitchen environment with teal cabinets and shelves filled with mugs, teapots, and appliances, indicating a casual, everyday moment involving a phone conversation. | The body language shows engagement and mild concern or sincerity. Posture is upright with a slight forward lean toward the phone; left hand holds the phone to the ear; right hand is placed near the chest with fingers spread, indicating self-soothing or emphasis. Head is tilted slightly down and oriented toward the phon... | No other people visible; thus no observed emotions from others to influence the target. The scene conveys a tense/concerned mood driven by the target’s own expression while on the phone. | Visible movements: - Brow lowering (AU4). - Possible eye-region tension (AU6 and/or AU7) suggested by squint/eye area. Mouth area not observable due to mask (no lip-related AUs). Inferred emotion: likely concentration or a mild negative emotion (disapproval, worry, or frustration) rather than happiness. | Neutral | The cues point to cognitive focus and mild internal tension (brow furrow, possible eye region tension, slight forward lean) rather than a clear, discrete emotion like happiness, anger, or fear. There are no strong facial signals of a specific emotion, and the context suggests a routine phone conversation rather than a ... | neutral | 0 |
face_detection\Happy\face_detected_0366.png | landmark_and_au\Happy\landmark_and_au_0366.png | everything\Happy\everything_0366.png | 366 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A quiet, domestic room scene (likely a bedroom or living area) with sports gear and posters in t... | gpt-5-nano | A quiet, domestic room scene (likely a bedroom or living area) with sports gear and posters in the background. The person is alone, appearing contemplative or resting with their eyes closed, suggesting a moment of reflection or calm rather than action. | Thoughtful/concentrating, with mild self-soothing or anticipatory calm. | Others' emotions: neutral/ambiguous; Overall mood: quiet, subdued, and introspective. | - AU04 Brow Lowerer — brow furrow (corrugator activity). Interpretation: brow lowering can reflect concentration, effort, or mild negative appraisal.
- AU43 Eyes Closed — eyelids closing (blink or partial closure). Interpretation: typical blink/eye closure; not a definitive emotional state by itself.
- AU17 Chin Raiser... | Neutral | The person appears in a calm, contemplative moment with eyes closed. AU04 suggests concentration, AU17 hints at slight doubt or effort, and AU43 indicates closed eyes rather than an active emotional display. The scene’s overall mood is quiet and introspective, and the lower face is masked, limiting other cues. Taken to... | neutral | 0 |
face_detection\Happy\face_detected_0588.png | landmark_and_au\Happy\landmark_and_au_0588.png | everything\Happy\everything_0588.png | 588 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene is set in a bar or café-like interior with warm lighting and visible bottles behind th... | gpt-5-nano | The scene is set in a bar or café-like interior with warm lighting and visible bottles behind the counter. A woman in a blue blouse stands in the foreground, appearing to be engaged in a conversation or interaction with someone off-camera. | The person appears engaged and open. She has an upright, relaxed posture with shoulders not tensed and the torso facing somewhat toward the camera. Her head is slightly tilted to one side, which can indicate interest or listening. Her mouth is lightly open, suggesting she may be speaking or about to respond. No explici... | The other people in the scene appear neutral or mildly attentive, with no strong emotions evident. The overall mood is calm and casual, with a quiet, everyday atmosphere. | AU04 — Brow Lowerer (corrugator activity; frowning/concern or concentration); AU17 — Chin Raiser (mentalis; tension or effort). Overall emotion read: likely neutral to mildly negative (concern or focused concentration); mouth cues are occluded by the mask, so certainty is limited. | Neutral | The person’s posture is open and engaged with a slight head tilt and a lightly open mouth, which suggest listening or speaking rather than a strong emotion. The facial action units noted (brow lowering and chin raising) imply concentration or mild concern, not clear happiness, anger, fear, or sadness. The overall scene... | neutral | 0 |
face_detection\Happy\face_detected_1082.png | landmark_and_au\Happy\landmark_and_au_1082.png | everything\Happy\everything_1082.png | 1,082 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene is a social indoor venue (likely a nightclub or bar) with dim lighting and a staircase... | gpt-5-nano | The scene is a social indoor venue (likely a nightclub or bar) with dim lighting and a staircase behind them. The person highlighted is a woman who is smiling and talking to a man, indicating a friendly or flirtatious interaction in a social gathering. | Open, engaged, and warm body language toward the other person; signs of interest or positive rapport (confident and approachable). | The other person appears warm, friendly, and possibly flirtatious; the overall mood is social, upbeat, and inviting. Her positive demeanor may make the target feel at ease, engaged, and more receptive to the interaction. | Likely visible AUs: AU1 (inner brow raiser) + AU2 (outer brow raiser) for brow raise, and AU5 (upper lid raiser) for eye opening. Emotionally, this combination commonly suggests surprise or heightened attention. The mouth region is masked, so AU12 (lip corner puller) or other mouth-related AUs cannot be confirmed; with... | Happy | The description notes that the person is smiling and engaged in a friendly/flirtatious interaction with open, warm body language. Even though the visible AUs (brow raise and eye opening) could occur with attention or surprise, the prominent cue is the smile and positive social context, which aligns with happiness rathe... | happy | 1 |
face_detection\Happy\face_detected_1131.png | landmark_and_au\Happy\landmark_and_au_1131.png | everything\Happy\everything_1131.png | 1,131 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene shows a man in a suit at a lively indoor holiday party or bar area, talking closely wi... | gpt-5-nano | The scene shows a man in a suit at a lively indoor holiday party or bar area, talking closely with someone off-camera. The decorations and dim, colorful lighting imply a festive gathering, and the mood is warm and social, with a brief, pleasant exchange occurring between the two people. | Engaged and attentive with a mild positive/pleasing attitude. He appears relaxed, listening, and comfortable in the social setting. | The people around him seem to be in a cheerful, sociable mood (smiling and talking). This positive crowd atmosphere likely makes the target feel relaxed, engaged, and comfortable, contributing to an overall warm, festive, and intimate mood in the scene. | AU04, AU07, AU09, AU15, AU17 — negative affect (disapproval/discomfort) with possible sadness or skepticism; no indication of a happy expression. | Sad | The observed facial action units — brow lowering (AU04), eye tightening (AU07), nose wrinkling (AU09), and especially lip corner depressor (AU15) — are characteristic of negative affect, with sadness being a common interpretation when the mouth corners turn down and there’s no smile. Although the scene is festive and s... | sad | 0 |
face_detection\Happy\face_detected_1190.png | landmark_and_au\Happy\landmark_and_au_1190.png | everything\Happy\everything_1190.png | 1,190 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene is a cozy indoor living area (likely a living room or hotel suite) with warm lighting,... | gpt-5-nano | The scene is a cozy indoor living area (likely a living room or hotel suite) with warm lighting, decorative wall sconce, and a dresser/mantel with candles and drinks. A casually dressed man is standing in the foreground, smiling in what appears to be a lighthearted, informal conversation with someone off-camera. | Open, relaxed, and friendly body language with engaged posture; mild smile and slight head tilt indicate warmth and interest. | No other people observed. The visible person is smiling, indicating positive/friendly emotion, and the overall mood of the scene is warm, casual, and sociable. | - Visible movements: Brow Lowerer (AU04) — indicates brow lowering, i.e., a frown-like movement.
- Emotional meaning: likely neutral to mildly negative (could reflect concentration, disapproval, or mild discomfort). Mouth region and other potential AUs (e.g., lip corners, cheek raise) cannot be determined due to the ma... | Happy | The person is displaying a visible smile with relaxed, open body language in a warm, sociable setting, which indicates a positive emotion. Although AU04 brow lowering can imply concentration or a mild negative cue, the overall mood and context suggest happiness rather than negative emotions. | happy | 1 |
face_detection\Happy\face_detected_1281.png | landmark_and_au\Happy\landmark_and_au_1281.png | everything\Happy\everything_1281.png | 1,281 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A woman with curly blonde hair is smiling and talking to a man in a dimly lit, crowded indoor se... | gpt-5-nano | A woman with curly blonde hair is smiling and talking to a man in a dimly lit, crowded indoor setting (appearing to be a social event, talk show, or party). The environment is intimate and informal, with other people nearby, indicating a casual conversation rather than a formal scene. | Open, warm, and engaged body language — a genuine smile with a slight head tilt, forward-leaning toward the other person, and relaxed shoulders, indicating friendliness and positive engagement. | The other people in the scene appear engaged, friendly, and positive (the man’s engaged posture; background attendees with neutral to mild smiles). Overall mood: warm, social, and lighthearted; the positive, attentive energy around likely makes the target feel comfortable and happy. | AU1 (inner brow raise) and AU2 (outer brow raise) observed; AU6 (cheek raise); AU12 (lip corner pull); possible AU25 (lips part) or AU26 (jaw drop) indicating some mouth opening. | Happy | The face shows a genuine smile with cheek elevation (AU6) and lip corner pull (AU12), along with brow raises (AU1/2). Coupled with open, engaged body language and a warm, social context, these cues indicate positive affect and happiness rather than neutral or negative emotions. | happy | 1 |
face_detection\Happy\face_detected_1286.png | landmark_and_au\Happy\landmark_and_au_1286.png | everything\Happy\everything_1286.png | 1,286 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A private bedroom scene where two people are in bed together; the highlighted person is lying ag... | gpt-5-nano | A private bedroom scene where two people are in bed together; the highlighted person is lying against pillows under a blanket, while the other person sits or lies nearby. It depicts a calm, intimate moment likely at night or during rest in a cozy bedroom. | Relaxed, open, and mildly positive—appears content/affectionate with subtle interest or amusement toward the other person. | The other person seems warm and affectionate, creating an intimate, relaxed mood in the scene. Their closeness and gentle demeanor likely contribute to a sense of safety and connection for the target. | Observed facial muscle movements:
- Cheek raise (AU6)
- Lip corner puller (AU12)
- Chin raise (AU17)
- Brow movement (likely brow raise AU2 or brow lower AU4)
- Eye closure or squint (AU43)
Emotional meaning:
- The combination of AU6 + AU12 strongly suggests a genuine smile / happiness or amusement (Duchenne-type smil... | Happy | The facial action units indicate a genuine Duchenne smile (AU6 + AU12) with supporting eye and brow involvement (AU43, AU2/AU4, AU17), and the scene’s intimate, relaxed context supports a positive emotional state. Therefore, the target emotion is positive and joyful. | happy | 1 |
face_detection\Happy\face_detected_1527.png | landmark_and_au\Happy\landmark_and_au_1527.png | everything\Happy\everything_1527.png | 1,527 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The person is in a cozy home environment (living room/library area) with warm lighting and furni... | gpt-5-nano | The person is in a cozy home environment (living room/library area) with warm lighting and furnishings. She’s seated in a white strapless dress, indicating a formal or semi-formal occasion, and appears to be quietly enjoying a conversation or moment in a social or intimate home setting. | Calm, relaxed, and content; slight engagement or reflective mood. | No other people are visible, so their emotions cannot be determined. The scene has a warm, intimate mood with soft lighting; the person shown appears relaxed and content. | - AU12: Lip Corner Puller — likely active (mouth corners raised)
- AU25: Lips Part — likely active (mouth open)
- AU26: Jaw Drop — likely active (jaw lowered/open)
- (Possible but not certain) AU6: Cheek Raiser — may be present if a genuine smile is involved; not clearly observable due to the mask
- Inferred emotion: J... | Happy | The described facial action units (AU12 lip corner puller, AU25 lips part, AU26 jaw drop) suggest a smile with an open mouth, which, along with a calm, relaxed body language and a warm home setting, indicates positive emotion and contentment. The context and lack of conflicting cues further support a Happy classificati... | happy | 1 |
face_detection\Happy\face_detected_1780.png | landmark_and_au\Happy\landmark_and_au_1780.png | everything\Happy\everything_1780.png | 1,780 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A man with glasses is pictured in a dim indoor space, part of a casual social setting with other... | gpt-5-nano | A man with glasses is pictured in a dim indoor space, part of a casual social setting with others nearby. He is smiling, indicating a positive, relaxed moment during a friendly interaction or conversation. | Open, cheerful and relaxed body language: forward-facing with a slight head tilt, genuine smile, relaxed shoulders; no visible hand gestures. | No other people are visible; emotions of others: not applicable. Overall mood: warm and relaxed, with the target person appearing cheerful. | - Visible facial muscle movements: AU04 (brow lowerer), AU09 (nose wrinkler), AU15 (lip corner depressor), AU17 (chin raiser)
- Emotional meaning: Predominantly negative affect (sadness/disappointment with a hint of disgust or evaluation); overall a stern/frowning expression. | Happy | The context describes a man with glasses in a dim social setting who is smiling, with open and relaxed body language, indicating a positive and relaxed moment. Although certain facial action units can signal negative affect, the overall cues (smile, warm mood, friendly interaction) point to a positive emotion rather th... | happy | 1 |
face_detection\Happy\face_detected_2029.png | landmark_and_au\Happy\landmark_and_au_2029.png | everything\Happy\everything_2029.png | 2,029 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene takes place in a grocery/convenience store, with the person standing by the beverage c... | gpt-5-nano | The scene takes place in a grocery/convenience store, with the person standing by the beverage cooler and snack shelves, in a casual shopping moment or light interaction with someone off-camera. | Open, relaxed, and approachable body language. Upright posture with a slight head tilt and a soft smile suggests friendliness and attentiveness. | The other person appears neutral or unclear in emotion (no strong cues visible). The overall mood of the scene is calm and ordinary, typical of a casual store setting, with no evident emotional influence on the target. | AU6 (Cheek Raiser) + AU12 (Lip Corner Puller); likely AU25 (Lips Part) due to open mouth. Emotional meaning: Happiness/Joy (genuine smile). | Happy | The presence of AU6 (Cheek Raiser) and AU12 (Lip Corner Puller) strongly indicates a genuine smile, and AU25 (Lips Part) can accompany an open-mouth smile. The open, relaxed posture and overall calm store context support a positive, approachable emotion. Taken together, this points to happiness. | happy | 1 |
face_detection\Happy\face_detected_2031.png | landmark_and_au\Happy\landmark_and_au_2031.png | everything\Happy\everything_2031.png | 2,031 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene is an outdoor urban street setting during the day, with pedestrians in the background.... | gpt-5-nano | The scene is an outdoor urban street setting during the day, with pedestrians in the background. The person inside the bounding box is a woman with curly hair, standing or walking on the sidewalk, facing the camera with a neutral to slightly tense expression. The general situation appears to be a candid street moment (... | Attentive and mildly curious/thoughtful. The person appears engaged with something off-camera, with a relaxed posture and neutral facial expression. | The people in the scene appear neutral or mildly distracted; there is no strong emotional display among them. The overall mood is a calm, ordinary urban street scene with a generic, low-emotional social atmosphere. | - Visible facial muscle movements (AUs): AU7 (Lid Tightener), AU15 (Lip Corner Depressor), AU25 (Lips Part), AU17 (Chin Raiser)
- Emotional interpretation: Predominant sadness or disappointment with a hint of uncertainty/anxiety (not happiness or anger). | Sad | The facial action units point to a downturned mouth (AU15) typical of sadness, with some tension indicated by AU7 and a touch of uncertainty from AU17. There are no strong indicators of fear, anger, or surprise, and the scene’s neutral urban mood supports a subdued emotion. Overall, the cues align most with sadness rat... | sad | 0 |
face_detection\Happy\face_detected_2343.png | landmark_and_au\Happy\landmark_and_au_2343.png | everything\Happy\everything_2343.png | 2,343 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The person is at a social gathering in a dimly lit venue (party/dinner/lounge), seated at a tabl... | gpt-5-nano | The person is at a social gathering in a dimly lit venue (party/dinner/lounge), seated at a table with others. She is smiling, indicating a light-hearted social moment as people chat and enjoy drinks or food in a lively group setting. | Positive, relaxed, and engaged body language — happy, approachable, and attentive in the social context. | The others appear happy, amused, and relaxed; the overall mood is cheerful and sociable. Their positive expressions and engagement likely enhance the target’s warm, confident mood and sense of connection with the group. | Visible AUs: AU1 (inner brow raise) and/or AU2 (outer brow raise), and AU6 (cheek raiser) may be present. Since the mouth is covered, AU12 (lip corner puller) and AU15 (lip corner depressor) cannot be assessed. Likely emotional meaning: mild positive affect or amusement if AU6 is present, but overall interpretation rem... | Happy | The scene shows a social, cheerful atmosphere. Although the mouth is occluded, the visible facial actions (AU6 cheek raiser) along with possible AU1/AU2 brow raises suggest positive affect. The overall context—smiling faces and lively group interaction—reinforces a happy mood rather than neutral or negative emotions. | happy | 1 |
face_detection\Happy\face_detected_2380.png | landmark_and_au\Happy\landmark_and_au_2380.png | everything\Happy\everything_2380.png | 2,380 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: An indoor studio/office environment where a blonde woman in a white blouse is engaged in a conve... | gpt-5-nano | An indoor studio/office environment where a blonde woman in a white blouse is engaged in a conversation, likely being interviewed or talking to someone off-camera. The scene conveys a calm, conversational mood rather than action. | Open, engaged, and friendly body language. The person appears comfortable, warm, and attentive in the interaction, conveying approachability and interest. | No other people visible; cannot identify their emotions. Overall mood seems calm and amicable, with the visible person appearing engaged and pleasant. | AU01 + AU02 (brow raise) indicating surprise or uncertain attention; AU43 (eye blink) neutral/brief closing of the eyes; AU15 (lip corner depressor) indicating sadness, displeasure, or disappointment; AU20 (lip stretcher) indicating tension or effort; AU17 (chin raiser) suggesting thinking, defiance, or resolve. Overal... | Surprise | The strongest cue is brow raise (AU01/02), which is commonly linked to surprise or heightened attention. While there are other cues suggesting mild sadness or tension (AU15, AU20, AU17), the overall description emphasizes a calm, friendly, and engaged demeanor, making surprise the most consistent single label among the... | surprise | 0 |
face_detection\Happy\face_detected_2431.png | landmark_and_au\Happy\landmark_and_au_2431.png | everything\Happy\everything_2431.png | 2,431 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A woman in the front passenger seat of a car is having an emotionally charged or serious convers... | gpt-5-nano | A woman in the front passenger seat of a car is having an emotionally charged or serious conversation with the driver during a ride, in a dimly lit, upscale car interior. | Attentive and engaged, with a hint of mild concern or thoughtful caution. | The others are showing calm/reassuring (the man) and anxious/tense (the woman). Overall mood: tense and emotionally charged, with a potential undercurrent of comfort or reassurance coming from the man’s demeanor. | Visible AUs: AU04 (brow lowerer) indicating frowning/disapproval; AU09 (nose wrinkler) indicating disgust or mild discomfort. Emotion: negative valence (disapproval or mild disgust/unease); exact identity of emotion is uncertain due to occlusion by mask. | Disgust | The visible facial action units include AU04 (brow lowerer, a frown/disapproval) and AU09 (nose wrinkler, associated with mild disgust or discomfort). Combined with negative valence and the tense, emotionally charged scene, the strongest match among the provided categories is Disgust, even though partial occlusion by a... | disgust | 0 |
face_detection\Happy\face_detected_2572.png | landmark_and_au\Happy\landmark_and_au_2572.png | everything\Happy\everything_2572.png | 2,572 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: An indoor, office-like or backstage corridor/area with plain light walls and visible pipes. The ... | gpt-5-nano | An indoor, office-like or backstage corridor/area with plain light walls and visible pipes. The man in a dark blazer is standing and talking with someone off-camera, presenting a casual, professional interaction. | The body language appears to be engaged, friendly, and confident with open, approachable demeanor. | Others' emotions: Not observable (no other people visible). Overall mood: Calm with a mildly positive/affable tone, driven by the visible person’s polite smile. | - Visible AUs:
- AU1/ AU2 — Brow raise (inner and outer brow raise)
- AU6 — Cheek raiser (eye-region crinkle)
- Not observable due to mask:
- AU12 — Lip corner pull (smile)
- AU25/AU26 — Mouth opening/Jaw drop
- Emotional interpretation: Brow raise suggests surprise or heightened attention; AU6 can accompany p... | Neutral | The visible facial Action Units (brow raise AU1/AU2 and cheek raiser AU6) hint at attention or mild positive affect, but the mouth is obscured by a mask, so a clear smile can't be confirmed. The overall description notes calm, engaged professionalism, which most closely aligns with a neutral emotional label rather than... | neutral | 0 |
face_detection\Happy\face_detected_2697.png | landmark_and_au\Happy\landmark_and_au_2697.png | everything\Happy\everything_2697.png | 2,697 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene shows two people in a rustic indoor entry area (likely a bar or cafe). The man highlig... | gpt-5-nano | The scene shows two people in a rustic indoor entry area (likely a bar or cafe). The man highlighted by the box is talking and smiling at a woman whose back is to the camera, suggesting a casual greeting or meetup at the doorway/entry space. | Positive, engaged, and friendly body language; amused and approachable. | The other person visible appears engaged while the man in pink is smiling and cheerful. The overall mood is warm, friendly, and relaxed. | - Visible facial muscle movements:
- Brow lowerer (AU4) – eyebrows lowered
- Lips part (AU25) – mouth opening
- Eye closure / blink (AU43) – eyelids approaching closed
- Emotional meaning:
- AU4 suggests mild displeasure, concern, or concentration
- AU25 suggests surprise, curiosity, or uncertainty
- AU43... | Happy | The person is engaged in a friendly greeting, smiling and conversing in a warm, open manner. While AU4 suggests mild concentration, the overall social context and smile indicate positive affect rather than negative emotions. | happy | 1 |
face_detection\Happy\face_detected_2763.png | landmark_and_au\Happy\landmark_and_au_2763.png | everything\Happy\everything_2763.png | 2,763 | happy | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The image is set indoors in a home-like environment (a domestic interior with neutral walls and ... | gpt-5-nano | The image is set indoors in a home-like environment (a domestic interior with neutral walls and warm lighting, near a doorway). A woman with red hair is standing in a doorway area, wearing a red satin spaghetti-strap dress. She is looking down at her hands and smiling, suggesting she is adjusting something or casually ... | Positive, relaxed, and engaged body language. Open posture with a gentle smile, slight head tilt, and downward gaze toward her hands, indicating casual ease and a warm, approachable vibe. | No other people visible; therefore, their emotions cannot be assessed or related to the target. The overall mood appears calm and warm, with the visible person seeming relaxed and content. | AU01 (inner brow raiser) – mild surprise/curiosity; AU12 (lip corner puller) – smile/positive affect; AU17 (chin raiser) – thinking or uncertainty. Overall interpretation: a tentative, friendly, contemplative mood. | Happy | The subject is smiling with lip corner pullers (AU12), in a relaxed and engaged pose, with a warm ambient setting. Although there are hints of contemplation (AU01, AU17), the overall positive affect and relaxed posture indicate happiness rather than neutral or negative emotions. | happy | 1 |
face_detection\Neutral\face_detected_0048.png | landmark_and_au\Neutral\landmark_and_au_0048.png | everything\Neutral\everything_0048.png | 48 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A living-room social gathering. The highlighted person is seated on a couch, mid-speech with his... | gpt-5-nano | A living-room social gathering. The highlighted person is seated on a couch, mid-speech with his mouth open and one hand raised in a gesturing motion. The environment includes a cozy setup with a blanket on the couch and a table behind him holding drinks and snacks, with other people visible in the background, indicati... | The person is actively speaking and emphasizing a point. Posture is upright with a slight forward tilt. One hand is raised with fingers spread in a gesturing motion, signaling emphasis, while the other hand rests nearby. The head is directed forward with an open mouth, indicating they are mid-sentence. Overall, the bod... | The other people appear engaged and casually involved in the conversation (one person gestures as they respond, others are quietly present). The overall mood is relaxed, friendly, and lively, suggesting a positive, social atmosphere that may encourage the target to speak more or feel supported. | AU01 (Inner Brow Raise) + AU04 (Brow Lower) + AU07 (Lid Tightener); inferred emotion: neutral to mildly concerned or concentrated (not a definite basic emotion due to the masked mouth). | Neutral | The person is actively speaking with a forward-leaning posture and a raised hand for emphasis in a relaxed social setting. While the facial action units suggest concentration, the overall scene shows no clear signs of anger, fear, sadness, disgust, or happiness. The open mouth is due to speaking, not a strong emotional... | neutral | 1 |
face_detection\Neutral\face_detected_0183.png | landmark_and_au\Neutral\landmark_and_au_0183.png | everything\Neutral\everything_0183.png | 183 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene is an indoor, dimly lit room with moody colors, plants, a vintage poster on the wall, ... | gpt-5-nano | The scene is an indoor, dimly lit room with moody colors, plants, a vintage poster on the wall, and a candle-lit candelabrum. The person in the pink shirt stands with arms outstretched in a dramatic pose, suggesting he is performing or engaging in a ritual or confrontation in a theatrical/horror-tinged moment. | Open and confident body language with an expansive, inviting posture — arms spread wide, palms visible, chest forward, and head turned slightly to the side, indicating engagement or emphasis in a dramatic presentation. | No other people’s emotions are observable in this scene. The overall mood appears dramatic and performative, with a central figure projecting confidence or invitation, set against a ritualistic/stage-like backdrop. | - Visible movements (upper face):
- Eyebrows: slight raise, suggesting eyebrow lift (likely AU2; inner-brow raise AU1 possible if the inner brow is elevated).
- Eyes/Lids: modest upper lid elevation (AU5) if present, which can accompany surprise or heightened attention.
- Cheeks: unclear due to mask and image qua... | Neutral | The visible facial cues are minimal and uncertain due to masking, with only slight brow lift and eyelid elevation noted. The body language is open and dramatic, suggesting engagement rather than a clear emotion. Given the lack of definitive facial expressions and the performative context, Neutral is the most defensible... | neutral | 1 |
face_detection\Neutral\face_detected_0193.png | landmark_and_au\Neutral\landmark_and_au_0193.png | everything\Neutral\everything_0193.png | 193 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A man in a light gray knit sweater sits on a couch in a cozy, lived-in living room. The space is... | gpt-5-nano | A man in a light gray knit sweater sits on a couch in a cozy, lived-in living room. The space is warmly lit and cluttered with blankets and cushions. He is holding a blue cup while another person talks to him nearby, suggesting a casual yet potentially tense or important conversation in a home setting. | The person appears attentive and mildly surprised or concerned. Their posture is forward-leaning and oriented toward the other person, with a head turn and slightly open mouth indicating they are processing what’s being said and may be reacting with slight uncertainty. | The others appear engaged and focused, with a seriousness or assertiveness from the person speaking to the target, while background individuals read as neutral. The scene conveys a tense/important emotional tone, likely influencing the target to feel cautious, pressured, or intensely attentive. | AU04 (brow lowerer) and AU28 (lips part). Interpretation: neutral to mildly tense/concentrated (possible slight annoyance or processing), not a clear strong emotion. | Neutral | The facial actions (AU04 brow lowering and AU28 lips part) along with a forward-leaning, attentive posture in a tense conversational context point to cognitive processing and mild concern rather than a strong affect. While there is some tension in the scene, there isn’t a clear display of anger, fear, or other explicit... | neutral | 1 |
face_detection\Neutral\face_detected_0238.png | landmark_and_au\Neutral\landmark_and_au_0238.png | everything\Neutral\everything_0238.png | 238 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A calm, private conversation inside a home-like room. The highlighted woman sits at a pink count... | gpt-5-nano | A calm, private conversation inside a home-like room. The highlighted woman sits at a pink counter, listening to the other person who stands in front of her, with papers on the counter indicating they might be discussing something of note. | Open, attentive, and engaged; neutral to mildly curious expression. | The other person seems engaged and potentially assertive or serious, while the target is calm, attentive, and cautious. Overall mood: tense, serious, and focused. | AU01 (inner brow raise) — typically associated with surprise, concern, or focused attention. | Neutral | The highlighted person shows AU01 (inner brow raise), which can reflect focused attention or mild concern. Her posture is open and attentive, and there are no clear expressions of happiness, anger, fear, or sadness. The scene conveys a tense, serious, but controlled interaction, aligning best with a neutral emotional s... | neutral | 1 |
face_detection\Neutral\face_detected_0298.png | landmark_and_au\Neutral\landmark_and_au_0298.png | everything\Neutral\everything_0298.png | 298 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene takes place in an indoor service-counter environment (likely a shop or reception area)... | gpt-5-nano | The scene takes place in an indoor service-counter environment (likely a shop or reception area). A man in a plaid shirt stands across from the woman, who is at the counter holding some clothing. The atmosphere suggests a tense or serious conversation or transaction happening between them. | The person is standing upright and facing the man, with shoulders squared and a slight forward orientation toward him. Her hands appear to be clasped or holding fabric in front, suggesting a guarded or tense posture. Her head is tilted slightly toward him, and her facial expression (brows somewhat knit and a neutral to... | The other person (the man) appears engaged and potentially serious or assertive, while the target person (the woman) seems tense, wary, and defensive. The overall mood of the scene is tense and uneasy, with the man’s approach likely amplifying the woman’s guarded reaction. | - AU01: Inner brow raiser (brow raise)
- AU15: Lip corner depressor (mouth corners pull downward)
- AU17: Chin raiser (mentalis contraction)
Emotion interpretation: The combination suggests a mixed or negative-leaning emotion, such as concern or mild sadness with possible doubt or contemplation. Overall, not a clear ha... | Sad | The described AU set (AU01 inner brow raiser, AU15 lip corner depressor, AU17 chin raiser) along with a guarded, tense posture and a neutral-to-tight mouth suggests negative-valence emotions. The scene indicates concern or contemplation rather than happiness or anger, aligning more with sadness or a somber mood. Among ... | sad | 0 |
face_detection\Neutral\face_detected_0510.png | landmark_and_au\Neutral\landmark_and_au_0510.png | everything\Neutral\everything_0510.png | 510 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene takes place in a home living room with purple walls and vintage furniture. A woman sit... | gpt-5-nano | The scene takes place in a home living room with purple walls and vintage furniture. A woman sits at a surface and concentrates on a task while a dark, furry motion passes in the foreground (likely a pet). In the far left, a man with a neutral/slightly tense expression sits in the periphery, looking toward the camera. ... | Skeptical/guarded body language — attentive but closed off, with mild disapproval or wariness. | The others appear tense and preoccupied (left person shows annoyance/concern; center person seems worried or focused). The overall mood is uneasy and distractible, with potential pressure or anxiety suggesting the target person may feel scrutinized or stressed by their emotions. | AU2 (brow raise) and AU1 (inner brow raise) observed; mouth AUs not observable due to mask. Emotional meaning: curiosity/attention (neutral-to-mildly positive), with uncertain valence. | Neutral | The bounding-box subject shows guarded, attentive posture with no clear facial cues of strong emotion. Brow raises (AU1/AU2) can signal curiosity or attention, but there’s no explicit anger, fear, or happiness, and the overall scene is uneasy rather than emotionally extreme. Therefore, the most fitting label is Neutral... | neutral | 1 |
face_detection\Neutral\face_detected_0638.png | landmark_and_au\Neutral\landmark_and_au_0638.png | everything\Neutral\everything_0638.png | 638 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene is in an indoor institutional environment (likely a hospital/secure facility) in a rec... | gpt-5-nano | The scene is in an indoor institutional environment (likely a hospital/secure facility) in a reception/visitation area. A woman wearing a visitor badge sits at a desk and talks with someone across from her (the other person appears to be in blue clothing, possibly staff or a patient). The background includes a sign and... | Open, attentive, and friendly body language; engaged listener showing polite interest. | - Others’ emotions: The central figure shows calm, friendly, and empathetic demeanor; the other visible person appears engaged but their exact emotion is unclear due to partial visibility.
- Overall mood: Professional, calm, and slightly reassuring. The warmth from the central figure may help the target feel respected... | - Visible Movements:
- Lips part (AU25) – suggests the mouth is open slightly.
- Possible eyebrow raise (AU1 and/or AU2) – indicates mild surprise or curiosity (if the brow area is indeed elevated).
- Inferred Emotion:
- Overall: neutral to mildly surprised/engaged (not clearly happy, angry, or sad). | Neutral | The person shows open and attentive body language with a calm, friendly, and empathetic demeanor. The facial cues (slight mouth opening AU25, mild eyebrow raise AU1/AU2) suggest engagement and curiosity but not strong positive or negative affect. In the given institutional, visit-type context, these cues align best wit... | neutral | 1 |
face_detection\Neutral\face_detected_0695.png | landmark_and_au\Neutral\landmark_and_au_0695.png | everything\Neutral\everything_0695.png | 695 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: An indoor music rehearsal room or classroom where a young woman is practicing/performing a song ... | gpt-5-nano | An indoor music rehearsal room or classroom where a young woman is practicing/performing a song on an acoustic guitar, seated with a microphone nearby; the surroundings (bulletin board, door) suggest a casual educational or studio environment. | Focused, calm concentration and engagement with playing the guitar; a relaxed, attentive posture with active involvement in the instrument. | No other people are present. The overall mood is calm and intimate, with a focused, composed vibe from the guitarist. | AUs present: AU4 (brow lowerer), AU43 (eye closure/blink), AU24 (lip presser), AU26 (jaw drop). Emotional interpretation: this combination suggests a negative or tense state (concentration, concern or mild frustration) with a hint of surprise, not happiness. | Neutral | The described AUs indicate cognitive effort and concentration (brow lowering, lip pressing, occasional eye closure) within a calm, focused performance context. There are no clear signs of happiness or anger, and the overall mood is intimate and steady. While a hint of surprise could be present due to AU26, the dominant... | neutral | 1 |
face_detection\Neutral\face_detected_1173.png | landmark_and_au\Neutral\landmark_and_au_1173.png | everything\Neutral\everything_1173.png | 1,173 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene shows a man seated at a glass desk in a living-room-style office area, facing a person... | gpt-5-nano | The scene shows a man seated at a glass desk in a living-room-style office area, facing a person who is standing nearby. The environment is casual yet tense, with a sofa and cushions in the background and dim lighting. The general situation appears to be a serious or confrontational conversation taking place. | Focused and mildly tense or skeptical; engaged and formal in posture. | The other person appears to be in an authoritative or confrontational mood, shaping a tense, formal atmosphere. The target person seems wary/defensive, indicating discomfort or pressure in the interaction. | - AU02: Outer brow raiser — eyebrow raise.
- AU15: Lip corner depressor — downward movement of the mouth corners.
- AU17: Chin raiser (mentalis) — chin up / chin muscle engagement.
Emotional interpretation: The combination suggests a mix of surprise or curiosity (AU02) with a bit of negative affect such as mild sadnes... | Neutral | The AU pattern indicates raised eyebrows (AU02) suggesting attention or mild surprise, a chin raise (AU17) signaling thinking or skepticism, and downward lip corners (AU15) pointing to mild displeasure or sadness. In the given tense, confrontational context, this combination reads as a skeptical or contemplative expres... | neutral | 1 |
face_detection\Neutral\face_detected_1177.png | landmark_and_au\Neutral\landmark_and_au_1177.png | everything\Neutral\everything_1177.png | 1,177 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene shows an urban indoor setting—likely a storefront, lobby, or small office—beside a str... | gpt-5-nano | The scene shows an urban indoor setting—likely a storefront, lobby, or small office—beside a street view. The highlighted person is in a formal, professional context, engaging in a serious conversation with another person off-camera, suggesting a tense or important discussion. | Attentive, neutral-to-mildly stern, and professional in demeanor—engaged in the interaction with a restrained, evaluative presence. | Others' emotions: Not determinable due to lack of visible facial cues; the other person’s emotional state cannot be inferred. Overall mood: tense and formal, with a guarded or serious atmosphere. | - Eyebrows: AU4 (Brow lowerer) – slight brow furrow.
- Eyes: no clear AU6 (cheek raiser) or AU7 (lid tightener) detected.
- Mouth: no clear AU12 (lip corner pull), AU15 (lip corner depressor), AU24 (lip presser); lips appear neutral.
Emotion interpretation: neutral-to-mildly negative (concentration or slight concern... | Neutral | The visible AU4 brow lowering suggests concentration or mild concern, but there are no strong cues for anger, fear, or sadness. The mouth is neutral, and the overall context is tense yet not outwardly expressive, aligning with a neutral state with slight negative lean. | neutral | 1 |
face_detection\Neutral\face_detected_1565.png | landmark_and_au\Neutral\landmark_and_au_1565.png | everything\Neutral\everything_1565.png | 1,565 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A woman wearing a green satin headscarf is resting on a bed in a warmly lit, private bedroom. A ... | gpt-5-nano | A woman wearing a green satin headscarf is resting on a bed in a warmly lit, private bedroom. A second person’s hand is gently touching her chin/face, suggesting a soothing or affectionate moment as she lies calmly, wrapped in a colorful blanket. The overall scene feels intimate and relaxed, like a comforting wake-up o... | Relaxed and sleepy or dreamy, with a calm, contemplative mood; a gentle self-soothing gesture from the hand near the mouth and a predominantly restful posture. | No other people visible; cannot determine emotions of others. Overall mood of the scene is calm, intimate, and relaxed, with a hint of pensiveness. | AU01 — inner brow raise (surprise/concern); AU15 — lip corner depressor (sadness/displeasure); AU17 — chin raiser (doubt/contemplation); AU28 — lips suck/pucker (uncertainty or discomfort). | Neutral | The scene is calm, intimate, and relaxed, with a soothing touch and a sleepy/posture suggesting restfulness. The facial action units suggest mild signs of contemplation or uncertainty, but none of the cues point to a clear, strong emotion (e.g., anger or joy). Taken together, the expression reads as subdued rather than... | neutral | 1 |
face_detection\Neutral\face_detected_1606.png | landmark_and_au\Neutral\landmark_and_au_1606.png | everything\Neutral\everything_1606.png | 1,606 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene shows two people having a casual conversation in a busy, shop-like or market-like publ... | gpt-5-nano | The scene shows two people having a casual conversation in a busy, shop-like or market-like public area. The highlighted woman is speaking to someone wearing a hat, with other shoppers visible in the background and decorative elements suggesting a storefront or café setting. | Open, engaged, and warm body language — attentive and approachable, likely friendly and cooperative in the conversation. | - Emotions of other people: The person in the foreground, seen from behind, has an unreadable facial expression. The two background figures are blurred and their faces aren’t legible, but their posture and movement suggest they are neutral and not reacting strongly to the conversation. Overall, there are no clear, stro... | - AU1 (Inner Brow Raiser) – eyebrow raise
- Meaning: surprise, concern, or heightened attention
- AU17 (Chin Raiser) – chin up/mentalis activation
- Meaning: determination, effort, or mild displeasure/critique
- AU24 (Lip Press) – lips pressed together
- Meaning: frustration, concentration, or resolve
Overall em... | Neutral | The combination of AU signals (brow raise for heightened attention, chin up suggesting determination, lip press indicating concentration) plus open, engaged but calm body language, and the lack of strong affect from others points to a mild, evaluative mood rather than a clear emotion like happiness or anger. In the dis... | neutral | 1 |
face_detection\Neutral\face_detected_1860.png | landmark_and_au\Neutral\landmark_and_au_1860.png | everything\Neutral\everything_1860.png | 1,860 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A formal business setting (office or meeting room) where two men in suits are engaged in a serio... | gpt-5-nano | A formal business setting (office or meeting room) where two men in suits are engaged in a serious one-on-one discussion. The highlighted person appears to be listening intently and contemplating the matter at hand, suggesting a tense or important negotiation/interview moment. | Neutral but attentive/contemplative; engaged in the interaction without displaying strong emotion. | The other person appears to be in a formal, possibly stern/authoritative mood (not fully readable due to the back of the head), which creates a tense, professional atmosphere. The target person reads as composed but slightly tense or focused, likely influenced by the authoritative presence. | No clear facial action units detected; Emotion: Neutral. | Neutral | The person is described as listening intently, composed, and with no clear facial actions indicating strong emotions. The scene is tense but there are no explicit cues of anger, fear, or happiness. Therefore, the closest fit among the given categories is Neutral. | neutral | 1 |
face_detection\Neutral\face_detected_2047.png | landmark_and_au\Neutral\landmark_and_au_2047.png | everything\Neutral\everything_2047.png | 2,047 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene takes place in a dim indoor environment—likely a corridor or waiting area of a facilit... | gpt-5-nano | The scene takes place in a dim indoor environment—likely a corridor or waiting area of a facility such as a police station or security venue. A civilian man is having a serious discussion with a female officer/security guard nearby. He looks uneasy, suggesting an interrogation or conversation about a problem or inciden... | Guarded engagement with mild skepticism; alert and slightly tense posture, oriented toward the interlocutor. | The other person (the woman) is stern, tense, and focused, which likely makes the target man feel wary and defensive. The overall mood is tense and serious, with a sense of confrontation or high stakes in their exchange. | - Visible facial muscle movements: AU6 (Cheek Raiser), AU9 (Nose Wrinkler), AU12 (Lip Corner Puller), AU15 (Lip Corner Depressor), AU17 (Chin Raiser)
- Interpretation: The presence of AU6 + AU12 points toward happiness or amusement (smile). AU9 may introduce mild tension or disgust cues. AU15 suggests downward mouth mo... | Neutral | The facial action units described suggest a mixed signal—AU6/AU12 can indicate a restrained smile, but AU9 (nose wrinkle), AU15 (lip corner depressor), and AU17 (chin raiser) point to tension, doubt, and effortful composure. The body language shows guarded, tense engagement, and the scene’s context (a tense discussion ... | neutral | 1 |
face_detection\Neutral\face_detected_2096.png | landmark_and_au\Neutral\landmark_and_au_2096.png | everything\Neutral\everything_2096.png | 2,096 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene shows a woman in a restaurant or café, seated at a table with a cocktail in front of h... | gpt-5-nano | The scene shows a woman in a restaurant or café, seated at a table with a cocktail in front of her. The background includes other diners and dim, ambient lighting. She is looking down with a calm, contemplative expression, suggesting a quiet moment during a meal or while attending to the drink. | The person shows a slight forward head tilt with the gaze directed downward toward the drink. Shoulders appear relaxed and level, facing forward. Hands are not clearly visible, but one arm appears near the glass with a straw, suggesting a relaxed, non-tense posture. Overall, the posture reads as calm and neutral rather... | The other people appear neutral or mildly engaged (no strong emotions visible). The overall mood of the scene is calm and relaxed, with a quiet, low-key social atmosphere. This understated background may contribute to a subdued or contemplative mood for the foreground person. | - AU43: Eye Closure (lid closure)
- Movement: blinking/eye closing
- Emotional meaning: fatigue or momentary inattention; not a strong emotion
- AU09: Nose Wrinkler
- Movement: wrinkling of the nose
- Emotional meaning: disgust or aversion; can also appear with concentration
- AU17: Chin Raiser
- Movement: ch... | Neutral | The person shows a calm, contemplative pose with a downward gaze and relaxed posture. AU43 (eye closure), AU09 (nose wrinkler), and AU17 (chin raiser) can indicate slight cognitive load, concentration, or mild skepticism, but there are no strong cues of anger, happiness, sadness, fear, surprise, or disgust. The overall... | neutral | 1 |
face_detection\Neutral\face_detected_2200.png | landmark_and_au\Neutral\landmark_and_au_2200.png | everything\Neutral\everything_2200.png | 2,200 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A casual cafe/bakery scene where two people are having a conversation at a table. The highlighte... | gpt-5-nano | A casual cafe/bakery scene where two people are having a conversation at a table. The highlighted woman is talking, gesturing with her hand, likely explaining or expressing an emotion, while the other person listens. | The person appears engaged and assertive in the conversation, using an open-palm gesture to emphasize or clarify a point while speaking. | The other person’s emotions cannot be determined from this angle; they appear neutral or attentive. Overall mood: a calm, casual conversation with the listener engaged and the speaker expressive. | - AU04: Brow lowerer (corrugator) — frowning; negative valence, possible concentration or mild anger.
- AU09: Nose wrinkler (nasalis) — nose wrinkling; disgust or skepticism.
- AU10: Upper lip raiser (levator labii superioris) — elevating the upper lip; often linked to disgust or tense anticipation.
- AU25: Lips part (... | Disgust | The facial action units point toward negative affect and potential skepticism (AU04 brow lowerer), with strong disgust cues (AU09 nose wrinkler, AU10 upper lip raiser) and the lips parted (AU25) as if thinking or preparing to speak. In context, this reads as negative/tension rather than positive emotion, and the most c... | disgust | 0 |
face_detection\Neutral\face_detected_2422.png | landmark_and_au\Neutral\landmark_and_au_2422.png | everything\Neutral\everything_2422.png | 2,422 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: An indoor, upscale dining/lounge environment (wood-paneled walls, warm lighting) where a man in ... | gpt-5-nano | An indoor, upscale dining/lounge environment (wood-paneled walls, warm lighting) where a man in a suit is talking with someone off-screen at a table, with other patrons visible in the background—indicating a social or business discussion. | The body language reads as engaged and assertive, with a serious, focused demeanor—likely actively speaking or responding in a conversation. | The other people appear mostly neutral or mildly attentive, with no evident strong emotions (no smiles or visible distress). This collective calm or seriousness reinforces a tense, formal mood, likely influencing the target to speak with caution, control, or authority. | - AU01 Inner Brow Raiser (brow raise) — surprise or curiosity
- AU25 Lips Part (jaw open) — surprise or thinking
- AU15 Lip Corner Depressor (downward mouth corners) — sadness, worry, or concentration
- AU17 Chin Raiser — determination or concentration
Overall emotion: a mixed expression leaning toward surprised/thoug... | Surprise | The facial action units include brow raise (AU01) and lips part (AU25), which commonly signal surprise or a moment of thinking. AU15 (lip corner depressor) and AU17 (chin raiser) point toward concentration or concern. Taken together, the cues align more with surprised/thoughtful evaluation rather than a clear positive ... | surprise | 0 |
face_detection\Neutral\face_detected_2533.png | landmark_and_au\Neutral\landmark_and_au_2533.png | everything\Neutral\everything_2533.png | 2,533 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: The scene is inside the back seat of a luxury car (likely a limousine) with dark leather upholst... | gpt-5-nano | The scene is inside the back seat of a luxury car (likely a limousine) with dark leather upholstery. A woman in a pink off-the-shoulder dress and necklace is seated, talking on a cellphone, while urban buildings are visible through the window, suggesting she is in transit in the city, possibly heading to or from an eve... | Engaged and calm while talking on the phone; posture is relaxed with one arm resting/extended and the other holding the device, head slightly turned toward the conversation, and facial expression neutral to mildly focused. | No other people are visible; therefore, no observable emotions of others. The overall mood is calm and private, with the target person appearing focused and engaged in a phone conversation. | Visible facial muscle movements: AU06 (cheek raiser), AU09 (nose wrinkler), AU12 (lip corner puller), AU17 (chin raiser). Emotional meaning: AU06+AU12 indicate a genuine smile (happiness/joy); AU09 may reflect intensity or amusement when paired with a smile; AU17 suggests heightened engagement or amusement. Overall: po... | Happy | The facial action units indicate a genuine smile (AU06 + AU12) with additional engagement cues (AU17) and mild amusement (AU09). The body language is relaxed, and the context is a calm, private moment. Together these point to a positive, engaged emotion. | happy | 0 |
face_detection\Neutral\face_detected_2842.png | landmark_and_au\Neutral\landmark_and_au_2842.png | everything\Neutral\everything_2842.png | 2,842 | neutral | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A woman in a sleeveless black top sits on or beside a bed inside a softly lit bedroom. She is ho... | gpt-5-nano | A woman in a sleeveless black top sits on or beside a bed inside a softly lit bedroom. She is holding a white cup to her mouth, implying she is sipping (or possibly speaking on a phone) in a calm, private moment. The background includes sheer patterned curtains and a small side table with a teacup, reinforcing a domest... | The body language suggests a pensive, mildly anxious or cautious mood—thinking or listening intently, with a self-soothing gesture (hand to mouth) indicating guarded or reserved receptiveness rather than openness. | Other people’s emotions are not discernible in this scene (background figure unreadable). The overall mood appears calm and intimate, with a hint of underlying tension due to the phone call that may be influencing the target to feel thoughtful or concerned. | AU03 (Upper lid raiser), AU04 (Brow lowerer), AU12 (Lip corner puller), AU17 (Chin raiser) — Emotion interpretation: eye/brow cues suggest attention or mild surprise with brow lowering indicating concern or focus; lip corner puller hints at a subtle smile; chin raiser suggests doubt or mild displeasure. Overall, the ex... | Neutral | The scene is a calm, intimate setting with a self-soothing gesture (hand to mouth) indicating a reserved or contemplative mood. The facial action units suggest attention and mild concern, with a slight lip corner pull that could hint at a gentle smile, but there are no strong indicators of a clear emotion like happines... | neutral | 1 |
face_detection\Sad\face_detected_0044.png | landmark_and_au\Sad\landmark_and_au_0044.png | everything\Sad\everything_0044.png | 44 | sad | What’s the context in the scene for the person highlighted with a bounding box for emotion recognition?
Please describe the environment, location, and general situation happening in the image. Think step by step.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <context summary> | What’s the body language of the person highlighted with bounding box for emotion recognition?
Analyze posture, gestures, head and hand positions, and general orientation of the body.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <body language interpretation> | What’s the emotions of other people in the scene?
Observe expressions and behavior of the other people, and consider how their emotions may influence the target person.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <summary of others' emotions and description of the overall mood or e... | What’s the facial action units for the person highlighted with mask for emotion recognition?
List visible facial muscle movements (e.g., cheek raise, eyebrow raise, lip corner pull) and infer their emotional meaning.
Finally, give the answer in the format:
Reasoning: <your reasoning>
Final Answer: <facial AU interpret... | What’s the emotion of the person inside the bounding box for emotion recognition?
Consider the facial action units, body language, emotions of other people in the scene, and the overall context.
Context: A conversation between two people inside a brightly lit apartment living area with purple walls.... | gpt-5-nano | A conversation between two people inside a brightly lit apartment living area with purple walls. The man on the left is talking emphatically while the woman, highlighted by the bounding box, faces him and gestures slightly, suggesting they are in the middle of a tense or meaningful discussion. | Engaged and assertive. She is facing the man, speaking with a raised hand gesture to emphasize a point, suggesting she is explaining or arguing and is emotionally involved in the interaction. | The other person (the man) is frustrated/angry and assertive, trying to drive the conversation. The target person (the woman) seems attentive but wary or cautious. The overall mood is tense and charged, indicating a confrontation or a difficult discussion with potential for escalation or a need to de-escalate. | Visible AUs: AU04 (brow lowerer) and AU25 (lips part). Emotional interpretation: Brow lowering suggests negative appraisal, concentration, or mild displeasure; lips part indicates hesitation or a chance of speaking. Because the mouth is masked, lower-face cues are limited, so the overall emotion is more consistent with... | Neutral | The woman is engaged and asserting her point, with brow lowering (AU04) suggesting concentration or mild displeasure and lips part (AU25) indicating she is about to speak. The mouth is partially masked, and there’s no clear indication of happiness, fear, or anger. Given the tense but non-extreme interaction and limited... | neutral | 0 |
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